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A Framework for Web Science

Berners-Lee, T., Hall, W., Hendler, J. A., O'Hara, K., Shadbolt, N. and Weitzner, D. J. (2006) A Framework for Web Science. Foundations and Trends in Web Science, 1 (1). pp. 1-130.

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Abstract

This text sets out a series of approaches to the analysis and synthesis
of the World Wide Web, and other web-like information structures.
A comprehensive set of research questions is outlined, together with
a sub-disciplinary breakdown, emphasising the multi-faceted nature of
the Web, and the multi-disciplinary nature of its study and development.
These questions and approaches together set out an agenda for
Web Science, the science of decentralised information systems. Web
Science is required both as a way to understand the Web, and as a way
to focus its development on key communicational and representational
requirements. The text surveys central engineering issues, such as the
development of the Semantic Web, Web services and P2P. Analytic
approaches to discover the Web’s topology, or its graph-like structures,
are examined. Finally, the Web as a technology is essentially socially
embedded; therefore various issues and requirements for Web use and
governance are also reviewed.

Creators:Tim Berners-Lee, Wendy Hall, James A. Hendler, Kieron O'Hara, Nigel Shadbolt, Daniel J. Weitzner
Item Type:Article
Additional Information:A printed and bound version of this article is available at a 50% discount from Now Publishers. This can be obtained by entering the promotional code WEB001001 on the http://www.nowpublishers.com/bookorder.aspx?doi=1800000001&product=WEB order form at now publishers. You will then pay only $45.00 including postage.
Research Group:Intelligence, Agents, Multimedia
Deposited On:29 Jan 2007 by O'Hara, Kieron
ID Code:13347
Last Modified:23 Jan 2010 16:31
Performance Indicator:EZ~06~03~11
Citations:Google Scholar: 86

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References in Article

Select the SEEK icon to attempt to find the referenced article. If it does not appear to be in this archive you will be forwarded to the paracite service. Poorly formated references will probably not work.

[1] M. Abadi and C. Fournet, “Mobile values, new names and secure communication,”

in Proceedings of 28th ACM Symposium on Principles of

Programming Languages (POPL ’01), 2001. http://research.microsoft.

com/users/fournet/papers/mobile-values-new-names-and-securecommunication.

pdf.

[2] K. Aberer, P. Cudr´e-Mauroux, and M. Hauswirth, “Start making sense:

The Chatty Web approach for global semantic agreement,” Journal of Web

Semantics, vol. 1, no. 1, http://www. websemanticsjournal.org/volume1/

issue1/Abereretal2003/index.html, 2003.

[3] L. A. Adamic and N. Glance, “The political blogosphere and the

2004 U.S. election: Divided they blog,” 2nd Annual Workshop on the

Weblogging Ecosystem: Aggregation, Analysis and Dynamics, WWW05,

http://www.hpl.hp.com/research/idl/papers/politicalblogs/AdamicGlance

BlogWWW.pdf, 2005.

[4] L. A. Adamic and A. B. Huberman, “The Web’s hidden order,”

Communications of the ACM, vol. 44, no. 9, http://www.hpl.hp.com/

research/papers/weborder.pdf, 2001.

[5] E. Adar and L. A. Adamic, “Tracking information epidemics in

blogspace,” Web Intelligence 2005, http://www.hpl.hp.com/research/idl/

papers/blogs2/trackingblogepidemics.pdf, 2005.

[6] G. Adomavicius and A. Tuzhilin, “Toward the next generation of recommender

systems: A survey of the state-of-the-art and possible extensions,” IEEE

Transactions on Knowledge and Data Engineering, vol. 17, no. 6, pp. 734–

749, 2005.

[7] K. Ahmad, M. Tariq, B. Vrusias, and C. Handy, “Corpus-based thesaurus

construction for image retrieval in specialist domains,” in Advances in Information

Retrieval: Proceedings of the 25th European Conference on IR Research

(ECIR 2004), (F. Sebastiani, ed.), pp. 502–510, Berlin: Springer, 2003.

[8] K. Ahmad, B. Vrusias, and M. Zhu, “Visualising an image collection?,”

Proceedings of 9th International Conference on Information Visualisation

(IV ’05), pp. 268–274, 2005.

[9] J. Aizen, D. Huttenlocher, J. Kleinberg, and A. Novak, “Traffic-based feedback

on the Web,” PNAS, vol. 101, (April 6th 2004), http://www.pnas.

org/cgi/reprint/101/suppl 1/5254, 2004.

[10] H. Alani, “Ontology construction from online ontologies,” Proceedings of

WWW 2006, http://www2006.org/programme/files/pdf/4013.pdf, 2006.

[11] H. Alani, S. Dasmahapatra, N. Gibbins, H. Glaser, S. Harris, Y. Kalfoglou,

K. O’Hara, and N. Shadbolt, “Managing reference: Ensuring referential

integrity of ontologies for the Semantic Web,” in Knowledge Engineering and

Knowledge Management: Ontologies and the Semantic Web, (A. G´omez-P´erez

and V. R. Benjamins, eds.), pp. 317–334, Berlin: Springer, 2002.

[12] H. Alani, S. Dasmahapatra, K. O’Hara, and N. Shadbolt, “Identifying communities

of practice through ontology network analysis,” IEEE Intelligent Systems,

pp. 18–25, http://eprints.ecs.soton.ac.uk/7397/, March/April 2003.

[13] R. Albert, H. Jeong, and A.-L. Barab´asi, “Diameter of the World-Wide Web,”

Nature, vol. 401, pp. 130–131, 1999.

[14] B. Aleman-Meza, M. Nagarajan, C. Ramakrishnan, L. Ding, P. Kolari,

A. P. Sheth, I. B. Arpinar, A. Joshi, and T. Finin, “Semantic analysis on

social networks: Experiences in addressing the problem of conflict of interest

detection,” Proceedings of WWW 2006, http://www2006.org/programme/

files/pdf/4068.pdf, 2006.

[15] A. R. Anderson and N. D. Belnap, Entailment: The Logic of Relevance and

Necessity vol.1, Princeton: Princeton University Press, 1975.

[16] Anonymous, “Fuzzy maths,” The Economist, 11th May 2006.

[17] G. Antoniou and F. van Harmelen, A Semantic Web Primer, Cambridge MA:

MIT Press, 2004.

[18] A. Arasu, J. Novak, A. Tomkins, and J. Tomlin, “PageRank computation and

the structure of the Web: Experiments and algorithms,” Proceedings of the

11th World Wide Web Conference, 2002.

[19] K. Baclawski and T. Niu, Ontologies for Bioinformatics, Cambridge MA: MIT

Press, 2005.

[20] S. Baluja, “Browsing on small screens: Recasting Web-page segmentation

into an efficient machine learning framework,” Proceedings of WWW 2006,

http://www2006.org/programme/files/pdf/2502.pdf, 2006.

[21] A.-L. Barab´asi, “The physics of the Web,” Physics World, http://physics

web.org/articles/world/14/7/09, July 2001.

[22] A.-L. Barab´asi, R. Albert, and H. Jeong, “Scale-free characteristics of random

networks: The topology of the World Wide Web,” Physica A, vol. 281,

pp. 69–77, 2000.

[23] J. Basney, W. Nejdl, D. Olmedilla, V. Welch, and M. Winslett, “Negotiating

trust on the Grid,” Proceedings of Dagstuhl Seminar on Semantic Grid:

The Convergence of Technologies, http://drops.dagstuhl.de/opus/volltexte/

2005/387/pdf/05271.OlmedillaDaniel.Paper.387.pdf, 2005.

[24] T. Basten, In Terms of Nets: System Design With Petri Nets and Process

Algebra, Ph.D. thesis, Eindhoven University of Technology, 1998.

[25] J. Battelle, The Search: How Google and its Rivals Rewrote the Rules of

Business and Transformed Our Culture, Boston: Nicholas Brealey Publishing,

2005.

[26] T. Berners-Lee, “The Myth of Names and Addresses,” http://www.w3.org/

DesignIssues/NameMyth.html, 1996.

[27] T. Berners-Lee, “Cool URIs Don’t Change,” http://www.w3.org/Provider/

Style/URI, 1998.

[28] T. Berners-Lee, “Relational Databases on the Semantic Web,” http://www.

w3.org/Design Issues/RDB-RDF.html, 1998.

[29] T. Berners-Lee, “The Fractal Nature of the Web,” http://www.w3.org/Design

Issues/Fractal.html, 1998/2005.

[30] T. Berners-Lee, Weaving the Web: The Past, Present and Future of the World

Wide Web by its Inventor, London: Texere Publishing, 1999.

[31] T. Berners-Lee, “What Do HTTP URIs Identify?,” http://www.w3.org/

DesignIssues/HTTP-URI.html, 2002/3.

[32] T. Berners-Lee, “Foreword,” in Spinning the Semantic Web: Bringing the

World Wide Web to its Full Potential, (D. Fensel, J. Hendler, H. Lieberman,

and W. Wahlster, eds.), Cambridge MA: MIT Press, 2003.

[33] T. Berners-Lee, R. T. Fielding, and L. Masinter, “Uniform Resource

Identifier (URI): Generic Syntax,” http://www.gbiv.com/protocols/uri/rfc/

rfc3986.html, 2005.

[34] T. Berners-Lee, W. Hall, J. Hendler, N. Shadbolt, and D. Weitzner, “Web

Science,” Science, vol. 313, August 11th 2006.

[35] T. Berners-Lee, J. Hendler, and O. Lassila, “The Semantic Web,”

Scientific American, http://www.sciam.com/article.cfm?articleID=00048144-

10D2-1C70-84A9809EC588EF21, May 2001.

[36] S. Besen and J. Farrell, “Choosing how to compete: Strategies and tactics in

standardization,” Journal of Economic Perspectives, vol. 8, pp. 117–131, 1994.

[37] M. Bianchini, M. Gori, and F. Scarselli, “Inside PageRank,” ACM Transactions

on Internet Technology, vol. 5, no. 1, pp. 92–128, 2005.

[38] P. E. Black, ed., ch. Dictionary of Algorithms and Data Structures, Levenshtein

distance. 2005. http://www.nist.gov/dads/HTML/Levenshtein.html.

[39] D. C. Blair, “Wittgenstein, language and information: ‘Back to the rough

ground’,” in Context: Nature, Impact and Role – 5th International Conference

on Conceptions of Library and Information Science (CoLIS 2005),

(F. Crestani and I. Ruthven, eds.), pp. 1–4, Berlin: Springer, 2005.

[40] R. A. Botafogo, E. Rivlin, and B. Shneiderman, “Structural analysis of hypertexts:

Identifying hierarchies and useful metrics,” ACM Transactions on Information

Systems, vol. 10, no. 2, pp. 142–180, 1992.

[41] P. Bouquet, F. Giunchiglia, F. van Harmelen, L. Serafini, and H. Stuckenschmidt,

“Contextualizing ontologies,” Journal of Web Semantics, vol. 1,

no. 4, pp. 325–343, 2004.

[42] R. J. Brachman and J. G. Schmolze, “An overview of the KL-ONE

knowledge representation system,” Cognitive Science, vol. 9, pp. 171–216,

http://www.cogsci.rpi.edu/CSJarchive/1985v09/i02/p0171p0216/MAIN.PDF,

1985.

[43] B. Brewington and G. Cybenko, “How dynamic is the Web?,” Proceedings

of the 9th World Wide Web Conference, http://www9.org/w9cdrom/264/

264.html, 2000.

[44] D. Brickley and R. V. Guha, eds., RDF Vocabulary Description Language 1.0:

RDF Schema. 2004. http://www.w3.org/TR/rdf-schema/.

[45] D. Brickley and L. Miller, “FOAF Vocabulary Specification,” http://xmlns.

com/foaf/0.1/, 2005.

[46] D. Brin, The Transparent Society: Will Technology Force Us to Choose

Between Privacy and Freedom?, New York: Basic Books, 1998.

[47] S. Brin and L. Page, “The anatomy of a large-scale hypertextual Web search

engine,” Proceedings of the 7th World Wide Web Conference, 1998.

[48] A. Broder, S. Glassman, M. Manasse, and G. Zweig, “Syntactic clustering of

the Web,” Proceedings of the 6th World Wide Web Conference, 1997.

[49] A. Broder, R. Kumar, F. Maghoul, P. Raghavan, S. Rajagopalan, S. Stata,

A. Tomkins, and J. Wiener, “Graph structure in the Web,” Computer Networks,

vol. 33, no. 107, 2000.

[50] F. P. Brooks, The Mythical Man-Month: Essays in Software Engineering 2nd

Edition, Boston: Addison Wesley Longman, 1995.

[51] R. A. Brooks, “How to build complete creatures rather than isolated cognitive

simulators,” in Architectures for Intelligence, (K. VanLehn, ed.), pp. 225–239,

Hillsdale N.J.: Lawrence Erlbaum, 1991.

[52] A. Caldas, P. A. David, and O. Ormanidhi, “Digital Information Network

Technologies, Organizational Performance and Productivity,” Stanford

Institute for Economic Policy Research discussion paper 05-11, http://

siepr.stanford.edu/papers/pdf/05-11 summary.pdf., 2005.

[53] F. Carmagnola, F. Cena, C. Gena, and I. Torre, “A multidimensional approach

for the semantic representation of taxonomies and rules in adaptive hypermedia

systems,” Proceedings of the Workshop on Personalisation on the

Semantic Web: PerSWeb ’05, pp. 5–14, http://www.win.tue.nl/persweb/fullproceedings.

pdf, 2005.

[54] L. Carr, S. Bechhofer, C. Goble, and W. Hall, “Conceptual linking: Ontologybased

open hypermedia,” Proceedings of 10th World Wide Web Conference,

http://www10.org/cdrom/papers/frame.html, 2001.

[55] E. Castronova, Synthetic Worlds: The Business and Culture of Online Games,

Chicago: University of Chicago Press, 2005.

[56] J. Cave, “The economics of cyber trust between cyber partners,” in Trust and

Crime in Information Societies, (R. Mansell and B. S. Collins, eds.), pp. 380–

427, Cheltenham: Edward Elgar, 2005.

[57] CCSDS, “Reference Model for an Open Archiving Information System

(OAIS),” Consultative Committee for Space Data Systems, http://ssdoo.

gsfc.nasa.gov/nost/wwwclassic/documents/pdf/CCSDS-650.0-B-1.pdf, 2002.

[58] Cedars, “Cedars Guide to Preservation Metadata,” http://www.leeds.ac.uk/

cedars/guideto/metadata/guidetometadata.pdf, 2002.

[59] Q. Chen, H. Chang, R. Govindan, S. Jamin, S. J. Shenker, and W. Willinger,

“The origin of power laws in Internet topologies revisited,” IEEE Infocom,

2002.

[60] P. C.-H. Cheng, “Diagrammatic knowledge acquisition: Elicitation, analysis

and issues,” in Advances in Knowledge Acquisition: Proceedings of the 9th

European Knowledge Acquisition Workshop, (N. Shadbolt, K. O’Hara, and

G. Schreiber, eds.), pp. 179–194, Berlin: Springer, 1996.

[61] T. Coates, M. Biddulph, P. Hammond, and M. Webb, “Reinventing radio:

Enriching broadcast with social software,” O’Reilly Emerging Technology Conference,

http://conferences.oreillynet.com/cs/et2005/view/e sess/5981, 2005.

[62] E. F. Codd, “A relational model of data for large shared data banks,” Communications

of the ACM, vol. 13, no. 6, pp. 377–387, 1970.

[63] R. Cohen, K. Erez, D. ben-Avraham, and S. Havlin, “Resilience of the Internet

to random breakdowns,” Phys Rev Lett, vol. 85, http://www.wisdom.

weizmann.ac.il/∼recohen/publications/internet prl.pdf, 2000.

[64] R. Cohen, K. Erez, D. ben-Avraham, and S. Havlin, “Breakdown of the

Internet under intentional attack,” Phys Rev Lett, vol. 86, http://www.

wisdom.weizmann.ac.il/∼recohen/publications/attack prl.pdf, 2001.

[65] D. Connolly, F. van Harmelen, Ian Horrocks, D. L. McGuinness, P. F.

Patel-Schneider, and L. A. Stein, “DAML+OIL Reference Description,”

http://www.w3.org/TR/daml+oil-reference, 2001.

[66] L. Coyle, D. Doyle, and P. Cunningham, “Representing similarity for CBR

in XML,” in Advances in Case-Based Reasoning: Proceedings of the 7th

European Conference on Case-Based Reasoning, (P. Funk and P. A. G.

Calero, eds.), Berlin: Springer, 2004. https://www.cs.tcd.ie/publications/techreports/

reports.04/TCD-CS-2004-25.pdf.

[67] L. Cranor, M. Langheinrich, M. Marchiori, M. Presler-Marshall, and J. Reagle,

“The Platform for Privacy Preferences 1.0 (P3P1.0) Specification,”

http://www.w3.org/TR/P3P/, 2002.

[68] N. C. Damianou, A Policy Framework for Management of Distributed Systems,

Ph.D. thesis, Imperial College, London, 2002. http://www-dse.doc

.ic.ac.uk/Research/policies/ponder/thesis-ncd.pdf.

[69] H. T. Dang, “Overview of DUC 2005,” Proceedings of DUC 2005, http://wwwnlpir.

nist.gov/projects/duc/pubs/2005papers/OVERVIEW05.pdf, 2005.

[70] M. d’Aquin, J. Lieber, and A. Napoli, “Decentralized case-based reasoning

for the Semantic Web,” Proceedings of the International Semantic

Web Conference (ISWC 2005), http://www.loria.fr/equipes/orpailleur/

Documents/daquin05b.pdf, 2005.

[71] W. Davies, “You Don’t Know Me, But . . .: Social Capital and Social

Software,” The Work Foundation, http://www.theworkfoundation.com/pdf/

1843730103.pdf, 2003.

[72] D. C. De Roure, N. R. Jennings, and N. R. Shadbolt, “The Semantic Grid:

Past, present and future,” Proceedings of the IEEE, vol. 93, no. 3, pp. 669–681,

2005.

[73] R. A. DeMillo, R. J. Lipton, and A. J. Perlis, “Social processes and proofs of

theorems and programs,” Proceedings of the 4th ACM Symposium on Principles

of Programming Languages, pp. 206–214, 1977.

[74] R. Denaux, L. Aroyo, and V. Dimitrova, “OWL-OLM: Interactive ontologybased

elicitation of user models,” Proceedings of the Workshop on Personalisation

on the Semantic Web: PerSWeb ’05, pp. 34–46, http://www.

win.tue.nl/persweb/full-proceedings.pdf, 2005.

[75] A. Deutsch, L. Sui, and V. Vianu, “Specification and verification of data-driven

Web services,” Proceedings of PODS ’04, 2004.

[76] D. Dhyani, W. K. Ng, and S. S. Bhowmick, “A survey of Web metrics,” ACM

Computing Surveys, vol. 34, no. 4, pp. 469–503, 2002.

[77] E. Dijkstra, “Go To statement considered harmful,” Communications of the

ACM, vol. 11, no. 3, pp. 147–148, http://www.acm.org/classics/oct95/, 1968.

[78] S. Dill, R. Kumar, K. McCurley, S. Rajagopalan, D. Sivakumar, and

A. Tomkins, “Self-similarity in the Web,” Proceedings of the International

Conference on Very Large Data Bases, http://citeseer.ist.psu.edu/

dill01selfsimilarity.html, 2001.

[79] A. Dix, A. Friday, B. Koleva, T. Rodden, H. Muller, C. Randell, and

A. Steed, “Managing multiple spaces,” in Spaces, Spatiality and Technology,

(P. Turner and E. Davenport, eds.), Dordrecht: Kluwer, 2005. http://

www.equator.ac.uk/index.php/articles/c94/.

[80] D. Donato, L. Laura, S. Leonardi, and S. Millozzi, “Large scale properties of

the webgraph,” European Physical Journal B, vol. 38, pp. 239–243, 2004.

[81] L. Downes and C. Mui, Unleashing the Killer App: Digital Strategies for Market

Dominance, Cambridge MA: Harvard Business School Press, 2000.

[82] H. L. Dreyfus and S. E. Dreyfus, “Making a mind versus modelling the brain:

Artificial intelligence back at a branch-point,” Artificial Intelligence, vol. 117,

no. 1, 1988.

[83] B. Du, M. Demmer, and E. Brewer, “Analysis of WWW traffic in

Cambodia and Ghana,” Proceedings of WWW 2006, http://www2006.org/

programme/files/pdf/5510.pdf, 2006.

[84] M. Dubinko, R. Kumar, J. Magnani, J. Novak, P. Raghavan, and

A. Tomkins, “Visualizing tags over time,” Proceedings of WWW 2006,

http://www2006.org/programme/files/pdf/25.pdf, 2006.

[85] W. H. Dutton and A. Shepherd, “Confidence and risk on the Internet,” in

Trust and Crime in Information Societies, (R. Mansell and B. S. Collins,

eds.), pp. 207–244, Cheltenham: Edward Elgar, 2005.

[86] eBay, “Evaluating a Member’s Reputation,” http://pages.ebay.com/help/

feedback/evaluating-feedback.html, 2005.

[87] S. A. Edwards, “It’s alive,” Wired, Apr.97 1997.

[88] J. Ellman, “Corporate ontologies as information interfaces,” IEEE Intelligent

Systems, pp. 79–80, Jan/Feb 2004.

[89] P. Erd¨os and A. R´enyi, “On the evolution of random graphs,” Publications

of the Mathematical Institute of the Hungarian Academy of Science, vol. 5,

pp. 17–61, 1960.

[90] P. Evans and T. S. Wurster, Blown to Bits: How the New Economics of Information

Transforms Strategy, Cambridge MA: Harvard Business School Press,

2000.

[91] R. Fagin, R. Kumar, K. S. McCurley, J. Novak, D. Sivakumar, J. A.

Tomlin, and D. P. Williamson, “Searching the workplace Web,” Proceedings

of the 12th International World Wide Web Conference, http://www2003.org

/cdrom/papers/refereed/p641/xhtml/p641-mccurley.html, 2003.

[92] M. Faloutsos, P. Faloutsos, and C. Faloutsos, “On power-law relationships of

the Internet topology,” ACM SIGCOMM 99, vol. 29, 1999.

[93] J. Farrell and C. Shapiro, “Intellectual property, competition and information

technology,” in The Economics of Information Technology: An Introduction,

(H. R. Varian, J. Farrell, and C. Shapiro, eds.), pp. 49–86, Cambridge:

Cambridge University Press, 2004.

[94] M. Fayed, P. Krapivsky, J. Byers, M. Crovella, D. Finkel, and S. Redner,

“On the emergence of highly variable distributions in the autonomous system

topology,” ACM Computer Communication Review, July 2003.

[95] M. Fayzullin, M. Nanni, D. Pedraschi, and V. S. Subrahmanian, “Foundations

of distributed interaction systems,” Annals of Mathematics and Artificial

Intelligence, vol. 28, pp. 127–168, http://citeseer.ist.psu.edu/478943.html,

2000.

[96] D. Fensel, Ontologies: A Silver Bullet for Knowledge Management and Electronic

Commerce, 2nd edition, Berlin: Springer, 2004.

[97] D. Fensel, J. Hendler, H. Lieberman, and W. Wahlster, “Introduction,”

in Spinning the Semantic Web: Bringing the World Wide Web to its Full

Potential, (D. Fensel, J. Hendler, H. Lieberman, and W.Wahlster, eds.), pp. 1–

25, Cambridge MA: MIT Press, 2003.

[98] A. Ferrara, “Web services: A process algebra approach,” in Proceedings of the

2nd International Conference on Service-Oriented Computing (ICSOC 2004),

(M. Aiello, M. Aoyama, F. Curbera, and M. P. Papazoglou, eds.), pp. 242–251,

New York: ACM Press, 2004.

[99] D. Fetterly, M. Manasse, M. Najork, and J. Wiener, “A large-scale study

of the evolution of Web pages,” Software: Practice and Experience, vol. 34,

no. 2, pp. 213–237, http://research.microsoft.com/research/sv/sv-pubs/p97-

fetterly/p97-fetterly.html, 2004.

[100] J. H. Fetzer, “Program verification: The very idea,” Communications of the

ACM, vol. 31, pp. 1048–1063, 1988.

[101] G. W. Flake, D. M. Pennock, and D. C. Fain, “The self-organized Web: The

yin to the Semantic Web’s yang,” IEEE Intelligent Systems, vol. 18, no. 4,

http://research.yahoo.com/publication/OR-2003-003.pdf, 2003.

[102] I. Foster and C. Kesselman, eds., The Grid 2: Blueprint for a New Computing

Infrastructure, San Francisco: Morgan Kaufmann, 2003.

[103] S. Fox, J. Q. Anderson, and L. Rainie, “The Future of the Internet: In a

Survey, Technology Experts and Scholars Evaluate Where the Network is

Headed in the Next Ten Years,” Pew Internet & American Life Project,

http://www.pewinternet.org/pdfs/PIP Future of Internet.pdf, 2005.

[104] C. Fry, M. Plusch, and H. Lieberman, “Static and dynamic semantics of the

Web,” in Spinning the Semantic Web: Bringing the World Wide Web to its

Full Potential, (D. Fensel, J. Hendler, H. Lieberman, and W. Wahlster, eds.),

pp. 377–401, Cambridge MA: MIT Press, 2003.

[105] X. Fu, T. Bultan, and J. Su, “Analysis of interacting BPEL Web services,”

Proceedings of the World Wide Web Conference 2004, 2004.

[106] A. Gangemi, N. Guarino, C. Masolo, A. Oltramari, and L. Schneider, “Sweetening

ontologies with DOLCE,” in Knowledge Engineering and Knowledge

Management: Ontologies and the Semantic Web, (A. G´omez-P´erez and V. R.

Benjamins, eds.), pp. 166–181, Berlin: Springer, 2002.

[107] J. Garrett and D.Waters, “Preserving Digital Information: Report of the Task

Force on Archiving of Digital Information,” The Commission on Preservation

and Access, and the Research Libraries Group, http://www.rlg.org/ArchTF/,

1996.

[108] W. Gaver, A. Boucher, S. Pennington, and B. Walker, “Evaluating technologies

for ludic engagement,” CHI ’05 Workshop on Affective Evaluation,

http://www.equator.ac.uk/index.php/articles/c94/, 2005.

[109] D. Gentner, “Structure-mapping: A theoretical framework for analogy,” Cognitive

Science, vol. 7, no. 2, pp. 155–170, 1983.

[110] Y. Gil, “Knowledge mobility: Semantics for the Web as a white knight for

knowledge-based systems,” in Spinning the Semantic Web: Bringing the World

Wide Web to its Full Potential, (D. Fensel, J. Hendler, H. Lieberman, and

W. Wahlster, eds.), pp. 253–278, Cambridge MA: MIT Press, 2003.

[111] Y. Gil and V. Ratnakar, “Trusting information sources one citizen at a time,”

Proceedings of the 1st International Semantic Web Conference (ISWC), 2002.

[112] A. Ginsberg and D. Hirtle, eds., RIF Use Cases and Requirements, 2006.

http://www.w3.org/TR/rif-ucr/.

[113] J. A. Goguen, “Ontology, ontotheology and society,” International Conference

on Formal Ontology in Information Systems (FOIS 2004, http://charlotte

.ucsd.edu/users/goguen/pps/fois04.pdf, 2004.

[114] J. Golbeck and B. Parsia, “Trust network based filtering of aggregated claims,”

International Journal of Metadata, Semantics and Ontologies, vol. 1, no. 1,

http://trust.mindswap.org/papers/ijmso.pdf, 2005.

[115] J. Golbeck, B. Parsia, and J. Hendler, “Trust networks on the Semantic

Web,” in Proceedings of the 7th International Workshop on Cooperative

Intelligent Agents, (M. Klusch, S. Ossowski, A. Omicini, and H. Laamenen,

eds.), pp. 238–249, Berlin: Springer-Verlag, 2003. http://www.mindswap.org/

papers/CIA03.pdf.

[116] S. Grabner-Kr¨auter and E. A. Kaluscha, “Empirical research in on-line trust:

A review and critical assessment,” International Journal of Human-Computer

Studies, vol. 58, pp. 783–812, 2003.

[117] P. Graham, “A Plan for Spam,” http://www.paulgraham.com/spam.html,

2002.

[118] T. L. Griffiths and J. B. Tenenbaum, “Optimal predications in everyday

cognition,” Psychological Science, http://web.mit.edu/cocosci/Papers/

prediction10.pdf, 2006.

[119] G. Grimmett, Percolation, Berlin: Springer, 2nd edition ed., 1989.

[120] G. Grimnes, P. Edwards, and A. Preece, “Learning from semantic flora and

fauna,” Proceedings of the AAAI Workshop on Semantic Web Personalization,

http://maya.cs.depaul.edu/∼mobasher/swp04/accepted/grimnes.pdf, 2004.

[121] W. I. Grosky, D. V. Sreenath, and F. Fotouhi, “Emergent semantics and

the multimedia Semantic Web,” ACM Sigmod, vol. 31, no. 4, pp. 54–58,

http://lsdis. cs.uga.edu/SemNSF/SIGMOD-Record-Dec02/Gorsky.pdf (sic),

2002.

[122] P. Groth, S. Miles, V. Tan, and L. Moreau, eds., Architecture for Provenance

Systems Version 0.4. 2005. http://eprints.ecs.soton.ac.uk/11310/.

[123] T. Gruber, “A translation approach to formal ontologies,” Knowledge

Acquisition, vol. 5, no. 25, pp. 199–200, http://ksl-web.stanford.edu/

KSL Abstracts/KSL-92-71.html, 1993.

[124] N. Guarino, “Formal ontology, conceptual analysis and knowledge representation,”

in Formal Ontology in Conceptual Analysis and Knowledge

Representation: Special Issue of International Journal of Human-Computer

Studies, (N. Guarino and R. Poli, eds.), 1995. http://citeseer.ist.psu.edu/

guarino95formal.html.

[125] N. Guarino and C. A. Welty, “An overview of OntoClean,” in The Handbook

on Ontologies, (S. Staab and R. Studer, eds.), pp. 151–172, Berlin: Springer-

Verlag, 2004.

[126] P. Haase, M. Ehrig, A. Hotho, and B. Schnizler, “Personalized information

access in a bibliographic peer-to-peer system,” Proceedings of the

AAAI Workshop on Semantic Web Personalization, http://maya.cs.depaul.

edu/∼mobasher/swp04/accepted/haase.pdf, 2004.

[127] W. Hall, “The button strikes back,” New Review of Hypermedia and Multimedia,

vol. 6, pp. 5–17, 2000.

[128] T. Hammond, T. Hamay, B. Lund, and J. Scott, “Social bookmarking tools

(I): A general review,” D-Lib, vol. 11, no. 4, http://www.dlib.org/dlib/

april05/hammond/04hammond.html, 2005.

[129] S. Harnad, “The symbol grounding problem,” Physica D, vol. 42, pp. 335–346,

http://cogprints.org/3106/01/sgproblem1.html, 1990.

[130] S. Harnad, The symbol grounding problem, Nature Publishing Group/

Macmillan, 2003. http://cogprints.org/3018/01/symgro.htm.

[131] S. Harnad, “Publish or perish – self-archive to flourish: The green route to

open access,” ERCIM News, http://eprints.ecs.soton.ac.uk/11715/, 2006.

[132] T. Hart and L. Fazzani, Intellectual Property Law 3rd Edition, Basingstoke:

Palgrave Macmillan, 2004.

[133] J. Haugeland, “Understanding natural language,” Journal of Philosophy,

vol. 76, pp. 619–632, 1979.

[134] J. A. Hendler, “Frequently Asked Questions on W3C’s Web Ontology Language

(OWL),” http://www.w3.org/2003/08/owlfaq, 2004.

[135] J. A. Hendler, “From Atoms to Owls: The New Ecology of the

WWW,” Keynote Lecture, XML2005, http://www.cs.umd.edu/∼hendler/

presentations/XML2005Keynote.pdf, 2005.

[136] N. Henze and M. Kriesell, “Personalization functionality for the

Semantic Web: Architectural outline and first sample implementations,”

Proceedings of 1st International Workshop on Engineering the

Adaptive Web, http://rewerse.net/publications/download/REWERSE-RP-

2004-31.pdf, 2004.

[137] M. Henzinger and S. Lawrence, “Extracting knowledge from the World Wide

Web,” PNAS, vol. 101, http://www.pnas.org/cgi/reprint/101/suppl 1/5186,

April 6th 2004.

[138] M. R. Henzinger, “Algorithmic challenges in Web search engines,” Internet

Mathematics, vol. 1, no. 1, pp. 115–126, 2004.

[139] M. R. Henzinger, R. Motwani, and C. Silverstein, “Challenges in Web search

engines,” SIGIR Forum, http://www.sigir.org/forum/F2002/henzinger.pdf,

Fall 2002.

[140] C. Hewitt, PLANNER: A Language for Manipulating Models and Proving

Theorems in a Robot, AI Memo AIM-168, MIT, 1970. http://hdl.handle.

net/1721.1/6171.

[141] C. A. R. Hoare, Communicating Sequential Processes, New York: Prentice-

Hall, 1984.

[142] D. L. Hoffman, T. P. Novak, and A. Venkatesh, “Has the Internet become

indispensable?,” Communications of the ACM, vol. 47, no. 7, pp. 37–42, 2004.

[143] D. L. Hoffman, T. P. Novak, and A. Venkatesh, “Has the Internet

Become Indispensable? Empirical Findings and Model Development,” Working

Paper, Sloan Center for Internet Retailing, Vanderbilt University,

http://elab.vanderbilt.edu/research papers.htm, 2004.

[144] M. Hollis, Trust Within Reason, Cambridge: Cambridge University Press,

1998.

[145] J. B. Horrigan, “Online Communities: Networks that Nurture Long-Distance

Relationships and Social Ties,” Pew Internet and American Life Project,

http://www.pewinternet.org/pdfs/PIP Communities Report.pdf, 2001.

[146] I. Horrocks, P. F. Patel-Schneider, and F. van Harmelen, “From SHIQ

and RDF to OWL: The making of a Web ontology language,” Journal of

Web Semantics, vol. 1, no. 1, http://www.websemanticsjournal.org/volume1/

issue1/Horrocksetal2003/index.html, 2003.

[147] M. Horstmann, M. Lorenz, A. Watkowski, G. Ioannidis, O. Herzog, A. King,

D. G. Evans, C. Hagen, C. Schlieder, A.-M. Burn, N. King, H. Petrie, S. Dijkstra,

and D. Crombie, “Automated interpretation and accessible presentation

of technical diagrams for blind people,” New Review of Hypermedia and Multimedia,

vol. 10, no. 2, pp. 141–163, 2004.

[148] J. Huang and M. S. Fox, “Uncertainty in knowledge provenance,”

Proceedings of 1st European Semantic Web Symposium, http://www.eil.

utoronto.ca/km/papers/EuroSemWeb04-online.pdf, 2004.

[149] Z. Huang and H. Stuckenschmidt, “Reasoning with multi-version ontologies:

A temporal logic approach,” Proceedings of the 4th International Semantic

Web Workshop, http://www.cs.vu.nl/∼heiner/public/ISWC05a.pdf, 2005.

[150] B. A. Huberman and L. A. Adamic, “Growth dynamics of the World-Wide

Web,” Nature, vol. 401, p. 131, 1999.

[151] B. A. Huberman and L. A. Adamic, “Information dynamics in the networked

world,” in Complex Networks, (E. Ben-Naim, H. Frauenfelder, and

Z. Toroczkai, eds.), pp. 371–398, Berlin: Springer, 2003. http://www.hpl.

hp.com/research/idl/papers/infodynamics/infodynamics.pdf.

[152] D. Huynh, N. R. Jennings, and N. R. Shadbolt, “Developing an integrated

trust and reputation model for open multi-agent systems,” Proceedings

of the 7th International Workshop on Trust in Agent Societies, http://

eprints.ecs.soton.ac.uk/9557/01/aamas-trust04.pdf, 2004.

[153] J. Iria and F. Ciravegna, “Relation extraction for mining the Semantic

Web,” Dagstuhl Seminar on Machine Learning for the Semantic Web,

http://tyne.shef.ac.uk/t-rex/pdocs/dagstuhl.pdf, 2005.

[154] I. Jacobs, ed., Technical Architecture Group (TAG) Charter. 2004. http://

www.w3.org/2004/10/27-tag-charter.

[155] I. Jacobs and N. Walsh, eds., Architecture of the World Wide Web Volume

One. 2004. http://www.w3.org/TR/webarch/.

[156] A. Jaimes, “Human factors in automatic image retrieval design and

evaluation,” SPIE Conference: Electronic Imaging 2006, http://www.ee.

columbia.edu/∼ajaimes/Pubs/ajaimes spie06.pdf, 2006.

[157] X. Jin, Y. Zhou, and B. Mobasher, “A unified approach to personalization

based on probabilistic latent semantic models of Web usage and content,”

Proceedings of the AAAI Workshop on Semantic Web Personalization,

http://maya.cs.depaul.edu/∼mobasher/swp04/accepted/jin.pdf, 2004.

[158] K. S. Jones, “What’s new about the Semantic Web? some questions,”

SIGIR Forum, vol. 38, no. 2, http://www.acm.org/sigir/forum/2004D/sparck

jones sigirforum 2004d.pdf, 2004.

[159] A. Jøsang, “A logic for uncertain probabilities,” International Journal of

Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 9, no. 3, pp. 279–

311, http://security.dstc.edu.au/papers/logunprob.pdf, 2001.

[160] A. Jøsang and D. McAnally, “Multiplication and comultiplication of beliefs,”

International Journal of Approximate Reasoning, vol. 38, no. 1, pp. 19–51,

http://security.dstc.edu.au/papers/JM2004-IJAR.pdf, 2004.

[161] L. Kagal, T. Finin, M. Paolucci, N. Srinivasan, K. Sycara, and G. Denker,

“Authorization and privacy for Semantic Web services,” IEEE Intelligent Systems,

pp. 52–58, July/August 2004.

[162] D. Kahneman, P. Slovic, and A. Tversky, eds., Judgment Under Uncertainty:

Heuristics and Biases, Cambridge: Cambridge University Press, 1982.

[163] D. R. Karger and D. Quan, “What would it mean to blog on the

Semantic Web,” Journal of Web Semantics, vol. 3, no. 2, http://www.

websemanticsjournal.org/ps/pub/2005-18, 2005.

[164] N. Kavantzas, D. Burdett, G. Ritzinger, T. Fletcher, Y. Lafon, and C. Barreto,

“Web Services Choreography Description Language Version 1.0,” http://

www.w3.org/TR/2005/CR-ws-cdl-10-20051109/, 2005.

[165] J. Kay and A. Lum, “Ontology-based user modelling for the Semantic Web,”

Proceedings of the Workshop on Personalisation on the Semantic Web: Per-

SWeb ’05, pp. 15–23, http://www.win.tue.nl/persweb/full-proceedings.pdf,

2005.

[166] O. Kharif, “Less impact from the “Slashdot effect”,” BusinessWeek Online,

http://www.businessweek.com/technology/content/mar2005/tc2005032 0932

tc119.htm?campaign id=search, 2nd Mar 2005.

[167] A. Kilgarrif and G. Grefenstette, “Introduction to the special issue on

the Web as corpus,” Computational Linguistics, vol. 29, no. 3, pp. 333–

348, http://www.kilgarriff.co.uk/Publications/2003-KilgGrefenstette-WAC

Intro.pdf, 2003.

[168] J. Kim, “Supervenience and nomological incommensurables,” American Philosophical

Quarterly, vol. 15, pp. 149–156, 1978.

[169] J. Kim, “Psychological supervenience,” Philosophical Studies, vol. 41, pp. 51–

70, 1982.

[170] A. Kiryakov, B. Popov, I. Terziev, D. Manov, and D. Ognyanoff, “Semantic

annotation, indexing and retrieval,” Journal of Web Semantics, vol. 2, no. 1,

http://www.websemanticsjournal.org/ps/pub/2005-10, 2005.

[171] J. Kleinberg, “Authoritative sources in a hyperlinked environment,”

ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 668–677,

http://www.cs.cornell.edu/home/kleinber/auth.pdf, 1998.

[172] G. Klyne and J. J. Carroll, eds., Resource Description Framework (RDF):

Concepts and Abstract Syntax, 2004. http://www.w3.org/TR/rdf-concepts/.

[173] G. F. Knolmayer and T. Myrach, “Concepts of Bitemporal Database Theory

and the Evolution of Web Documents,” Institute of Information Systems,

University of Bern, Working Paper 127, http://www.ie.iwi.unibe.ch/

publikationen/berichte/resource/WP-127.pdf, 2000.

[174] K. R. Koedinger and J. R. Anderson, “Abstract planning and perceptual

chunks: Elements of expertise in geometry,” Cognitive Science, vol. 14,

pp. 511–550, 1990.

[175] R. Kumar, P. Raghavan, S. Rajagopalan, and A. Tomkins, “Trawling the

Web for emerging cyber-communities,” Proceedings of the 8th World Wide

Web Conference, http://www8.org/w8-papers/4a-search-mining/trawling/

trawling.html, 1999.

[176] A. M. Lai, J. Nieh, B. Bohra, V. Nandikonda, A. P. Surana, and

S. Varshneya, “Improving Web browsing on wireless PDAs using thinclient

computing,” Proceedings of World Wide Web Conference 2004, http://

www2004.org/proceedings/docs/1p143.pdf, 2004.

[177] C. Lam, “Collaborative filtering using associative neural memory,” Proceedings

of the AAAI Workshop on Semantic Web Personalization, http://maya

.cs.depaul.edu/∼mobasher/swp04/accepted/lam.pdf, 2004.

[178] A. N. Langville and C. D. Meyer, “Deeper inside PageRank,” Internet

Mathematics, vol. 1, no. 3, http://www.internetmathematics.org/volumes/1/

3/Langville.pdf, 2004.

[179] O. Lassila and M. Adler, “Semantic gadgets: Ubiquitous computing meets the

SemanticWeb,” in Spinning the Semantic Web: Bringing the World Wide Web

to its Full Potential, (D. Fensel, J. Hendler, H. Lieberman, and W. Wahlster,

eds.), pp. 363–376, Cambridge MA: MIT Press, 2003.

[180] D. Lee, H. Chuang, and K. Seamons, “Effectiveness of document ranking and

relevance feedback techniques,” IEEE Software, vol. 14, no. 2, pp. 67–75, 1997.

[181] R. Lempel and S. Moran, “The stochastic approach for link structure analysis

(SALSA) and the TKC effect,” Proceedings of the 9th World Wide Web

Conference, 2000.

[182] R. Lempel and A. Soffer, “PicASHOW: Pictorial authority search by hyperlinks

on theWeb,” Proceedings of the 10th World Wide Web Conference, 2001.

[183] D. B. Lenat, “Cyc: A large-scale investment in knowledge infrastructure,”

Communications of the ACM, vol. 38, no. 11, 1995.

[184] A. Lenhart, “Around 25 Million People Have Used the Internet to Sell Something,”

Pew Internet and American Life Project, http://www.pewinternet.

org/pdfs/PIP SellingOnline Nov05.pdf, 2005.

[185] E. L. Lesser, M. A. Fontaine, and J. A. Slusher, eds., Knowledge and Communities,

Boston: Butterworth-Heinemann, 2000.

[186] L. Lessig, Code and Other Laws of Cyberspace, New York: Basic Books, 1999.

[187] L. Lessig, The Future of Ideas: The Fate of the Commons in a Connected

World, New York: Random House, 2001.

[188] S.-T. A. Leung, S. E. Perl, R. Stata, and J. L. Wiener, “Towards Web-Scale

Web Archaeology,” Compaq Systems Research Center report #174, 2001.

[189] J. Liang, R. Kumar, and K. W. Ross, “Understanding KaZaA,” Working

paper, http://cis.poly.edu/∼ross/papers/UnderstandingKaZaA.pdf, 2004.

[190] J. Lohse, K. Biolsi, N. Walker, and H. Rueter, “A classification of visual

representations,” Communications of the ACM, vol. 37, no. 12, pp. 36–49,

1994.

[191] A. L´opez-Ortiz, “Algorithmic foundations of the Internet,” ACM SIGACT

News, vol. 36, no. 2, 2005.

[192] D. MacKenzie, Mechanizing Proof: Computing, Risk and Trust, Cambridge

MA: MIT Press, 2001.

[193] T. Maekawa, T. Hara, and S. Nishio, “Image classification for mobile Web

browsing,” Proceedings of WWW 2006, http://www2006.org/programme/

files/pdf/2506.pdf, 2006.

[194] T. Maneewatthana, G. Wills, and W. Hall, “Adaptive personal information

environment based on Semantic Web,” Proceedings of the International

Workshop on Adaptive and Personalized Semantic Web, Hypertext 2005,

http://www.ru5.cti.gr/HT05/files/Maneewatthana.pdf, 2005.

[195] F. Manola and E. Miller, eds., RDF Primer, 2004. http://www.w3.org/

TR/rdf-primer/.

[196] C. C. Marshall and F. L. Shipman, “Which Semantic Web?,” in Proceedings

of the 14th ACM Conference on Hypertext and Hypermedia, pp. 57–66, ACM

Press, 2003. http://www.csdl.tamu.edu/∼marshall/ht03-sw-4.pdf.

[197] D. K. Mauzy and R. S. Milne, Singapore Politics Under the People’s Action

Party, London: Routledge, 2002.

[198] D. L. McGuinness and F. van Harmelen, eds., OWL Web Ontology Language

Overview, 2004. http://www.w3.org/TR/owl-features/.

[199] S. Mendes and R. P. Chaves, “Enriching WordNet with qualia information,”

Proceedings of NAACL 2001 Workshop on WordNet and Other Lexical

Resources, http://errepe.no.sapo.pt/ewqf.pdf, 2001.

[200] P. Mika, “Flink: Semantic Web technology for the extraction and analysis

of social networks,” Journal of Web Semantics, vol. 3, no. 2, http://www.

websemanticsjournal.org/ps/pub/2005-20, 2005.

[201] P. Mika, “Ontologies are us: A unified model of social networks and

Semantics,” Proceedings of the 4th International Semantic Web Conference

(ISWC2005), 2005.

[202] T. Miles-Board, L. Carr, and W. Hall, “Looking for linking: Associative links

on the Web,” Proceedings of 13th ACM Conference on Hypertext and Hypermedia

(HT ’02), http://eprints.ecs.soton.ac.uk/6977/, 2002.

[203] R. Milner, Communication and Concurrency, New York: Prentice Hall, 1989.

[204] R. Milner, Communicating and Mobile Systems: The Pi-Calculus, Cambridge:

Cambridge University Press, 1999.

[205] B. A. Misztal, Trust in Modern Societies, Cambridge: Polity Press, 1996.

[206] H. M¨uller, P. Clough, W. Hersh, T. Deselaers, T. M. Lehmann, B. Janvier,

and A. Geissbuhler, “Using heterogeneous annotation and visual information

for the benchmarking of image retrieval systems,” SPIE Conference

Photonics West: Electronic Imaging, http://medir.ohsu.edu/∼hersh/spie-06-

imageclef.pdf, 2006.

[207] J. Myers, “What can the Semantic Grid do for science and engineering?,”

Proceedings of Dagstuhl Seminar on Semantic Grid: The Convergence of

Technologies, http://drops.dagstuhl.de/opus/volltexte/2005/395/pdf/05271.

MyersJames.ExtAbstract.395.pdf, 2005.

[208] S. Narayanan and S. McIlraith, “Analysis and simulation of Web services,”

Computer Networks, vol. 42, no. 5, pp. 675–693, 2003.

[209] D. Neef, G. A. Siesfeld, and J. Cefola, eds., The Economic Impact of Knowledge,

Boston: Butterworth-Heinemann, 1998.

[210] F. Neuhaus, P. Grenon, and B. Smith, “A formal theory of substances, qualities

and universals,” in Formal Ontology in Information Systems, (A. Varzi

and L. Vieu, eds.), pp. 49–59, Turin: IOS Press, 2004.

[211] N. F. Noy and D. L. McGuinness, “Ontology Development 101: A Guide

to Creating Your First Ontology,” http://protege.stanford.edu /publications/

ontology development/ontology101-noy-mcguinness.html, 2001.

[212] N. F. Noy and M. A. Musen, “The PROMPT suite: Interactive tools for

ontology merging and mapping,” International Journal of Human-Computer

Studies, vol. 59, no. 6, pp. 983–1024, 2003.

[213] N. F. Noy, W. Grosso, and M. A. Musen, “Knowledge-acquisition interfaces

for domain experts: An empirical evaluation of Prot´eg´e-2000,” 12th

International Conference on Software Engineering and Knowledge Engineering

(SEKE2000), http://smi-web.stanford.edu/auslese/smi-web/reports/

SMI-2000-0825.pdf, 2000.

[214] C. Nugent, D. Doyle, and P. Cunningham, “Gaining Insight Through Case-

Based Explanation,” Technical Report TCD-CS-2004-49, Trinity College

Dublin, https://www.cs.tcd.ie/publications/tech-reports/reports.04/TCDCS-

2004-49.pdf, 2004.

[215] K. O’Hara, Trust: From Socrates to Spin, Cambridge: Icon Books, 2004.

[216] K. O’Hara, H. Alani, and N. Shadbolt, “Identifying communities of practice:

Analysing ontologies as networks to support community recognition,” in Proceedings

of the 2002 World Computer Congress, Information Systems: The

E-Business Challenge, (R. Traunm¨uller, ed.), pp. 89–102, Dordrecht: Kluwer,

2002. http://eprints.ecs.soton.ac.uk/6522/.

[217] K. O’Hara and D. Stevens, inequality.com: Power, Poverty and the Digital

Divide, Oxford: OneWorld, 2006.

[218] E. T. O’Neill, B. F. Lavoie, and R. Bennett, “Trends in the evolution of

the public Web 1998–2002,” D-Lib Magazine, vol. 9, no. 4, http://www.dlib.

org/dlib/april03/lavoie/04lavoie.html, 2003.

[219] E. T. O’Neill, P. D. McClain, and B. F. Lavoie, “A Methodology for Sampling

the World Wide Web,” Online Computer Library Center, http://

digitalarchive.oclc.org/da/ViewObject.jsp?objid=0000003447, 1998.

[220] A. Oram, Peer-to-Peer: Harnessing the Power of Disruptive Technologies,

Sebastopol, CA: O’Reilly & Associates, 2001.

[221] L. Page, S. Brin, R. Motwani, and T. Winograd, “The PageRank Citation

Ranking: Bringing Order to the Web,” Dept. of Computer Science, Stanford

University, technical report 1999-66, 1999.

[222] T. S. Parikh and E. D. Lazowska, “Designing an architecture for delivering

mobile information services to the rural developing world,” Proceedings of

WWW 2006, http://www2006.org/programme/files/pdf/5507.pdf, 2006.

[223] J. Parsons, P. Ralph, and K. Gallagher, “Using viewing time to infer

user preference in recommender systems,” Proceedings of the AAAI

Workshop on Semantic Web Personalization, http://maya.cs.depaul.edu/

∼mobasher/swp04/accepted/parsons.pdf, 2004.

[224] K. Pastra and Y. Wilks, “Vision-language integration in AI: A reality check,”

Proceedings of ECAI 2004, http://www.dcs.shef.ac.uk/∼yorick/papers/

ecai04.pdf, 2004.

[225] J. Pathak, D. Caragea, and V. G. Honovar, “Ontology-extended componentbased

workflows: A framework for constructing complex workflows

from semantics heterogeneous software components,” Proceedings of the

International Workshop on Semantic Web and Databases (SWDB-04),

http://www.cs.iastate.edu/∼honavar/Papers/SWDB04.pdf, 2004.

[226] W. D. Perdue, “The new totalitarianism: Cyber-hegemony and the global

system,” International Roundtable on the Challenges of Globalization, http://

-p-o.org/perdue.htm, 1999.

[227] M. Perkowitz and O. Etzioni, “Towards adaptiveWeb sites: Conceptual framework

and case study,” Proceedings of the 8th World Wide Web Conference,

1999.

[228] E. L. Peterson, “Customized resource discovery: Linking formalized Web

taxonomies to a Web ontology hub,” Proceedings of the AAAI Workshop

on Semantic Web Personalization, http://maya.cs.depaul.edu/∼mobasher/

swp04/accepted/peterson.pdf, 2004.

[229] K. Petridis, F. Precioso, T. Athanasiadis, Y. Avrithis, and Y. Kompatsiaris,

“Combined domain specific and multimedia ontologies for image understanding,”

Proceedings of the Workshop on Mixed-Reality as a Challenge to Image

Understanding and Artificial Intelligence, 28th German Conference on Artificial

Intelligence, http://www.image.ntua.gr/papers/384.pdf, 2005.

[230] F. Piper, M. J. B. Robshaw, and S. Schwiderski-Grosche, “Identities and

authentication,” in Trust and Crime in Information Societies, (R. Mansell

and B. S. Collins, eds.), pp. 91–112, Cheltenham: Edward Elgar, 2005.

[231] G. Priest, “Paraconsistent logic,” in Handbook of Philosophical Logic 2nd Edition

Vol.6, (D. F. Gabbay and F. Guenthner, eds.), pp. 287–393, Dordrecht:

Kluwer Academic Publishers, 2002.

[232] E. Prud’hommeaux and A. Seaborne, eds., SPARQL Query Language for

RDF, 2005. http://www.w3.org/TR/rdf-sparql-query/.

[233] H. Putnam, “The meaning of “meaning”,” in Mind, Language and Reality:

Philosophical Papers Volume 2, pp. 215–271, Cambridge: Cambridge University

Press, 1975.

[234] C. D. Raab, “The future of privacy protection,” in Trust and Crime in

Information Societies, (R. Mansell and B. S. Collins, eds.), pp. 282–318,

Cheltenham: Edward Elgar, 2005.

[235] D. Rafiei and A. Mendelzon, “What is this page known for? computing web

page reputations,” Proceedings of the 9th World Wide Web Conference, 2000.

[236] L. Rainie, “Big Jump in Search Engine Use,” Pew Internet and American Life

Project, http://www.pewinternet.org/pdfs/PIP SearchData 1105.pdf, 2005.

[237] L. Rainie, “Use of Web Cams,” Pew Internet and American Life Project,

http://www.pewinternet.org/pdfs/PIP webcam use.pdf, 2005.

[238] L. Rainie and M. Madden, “Podcasting Catches on,” Pew Internet & American

Life Project, http://www.pewinternet.org/pdfs/PIP podcasting.pdf, 2005.

[239] S. D. Ramchurn and N. R. Jennings, “Trust in agent-based software,” in Trust

and Crime in Information Societies, (R. Mansell and B. S. Collins, eds.),

pp. 165–204, Cheltenham: Edward Elgar, 2005.

[240] R. Reiter, “Equality and domain closure in first-order databases,” Journal of

the ACM, vol. 27, no. 2, pp. 235–249, 1980.

[241] D. Resnick, “Politics on the internet: The normalization of cyberspace,” in

The Politics of Cyberspace, (C. Toulouse and T. W. Luke, eds.), pp. 48–68,

New York: Routledge, 1998.

[242] P. Resnick and R. Zeckhauser, “Trust among strangers in Internet transactions:

Empirical analysis of e-Bay’s reputation system,” in The Economics of

the Internet and E-Commerce: Advances in Applied Microeconomics Vol.11,

(M. R. Baye, ed.), pp. 127–157, Amsterdam: Elsevier Science, 2002.

[243] M. Richardson, R. Agrawal, and P. Domingos, “Trust management

for the Semantic Web,” Proceedings of the 2nd International Semantic

Web Conference, http://www.cs.washington.edu/homes/pedrod/papers/

iswc03.pdf, 2003.

[244] P. Rodriguez, S. Mukherjee, and S. Rangarajan, “Session level techniques

for improving Web browsing performance on wireless links,” Proceedings of

the World Wide Web Conference 2005, http://www2004.org/proceedings/

docs/1p121.pdf, 2004.

[245] O. Roy, Globalized Islam: The Search for a New Ummah, New York: Columbia

University Press, 2004.

[246] J. Sabater and C. Sierra, “REGRET: A reputation model for gregarious societies,”

in Proceedings of 1st International Joint Conference on Autonomous

Agents and Multi-Agent Systems, (C. Castelfranchi and L. Johnson, eds.),

pp. 475–482, New York: ACM Press, 2002.

[247] P. Samuelson and S. Scotchmer, “The law and economics of reverse

engineering,” Yale Law Journal, vol. 111, pp. 1575–1663, http://socrates.

berkeley.edu/∼scotch/re.pdf, 2002.

[248] E. Sanchez, ed., Fuzzy Logic and the Semantic Web, Amsterdam: Elsevier,

2006.

[249] S. Saroiu, K. P. Gummadi, R. Dunn, S. D. Gribble, and H. M. Levy, “An analysis

of internet content delivery systems,” Proceedings of the 5th Symposium

on Operating Systems Design and Implementation, 2002.

[250] C. Schindler, P. Arya, A. Rath, and W. Slany, “htmlButler – wrapper usability

enhancement through ontology sharing and large scale cooperation,” Proceedings

of the International Workshop on Adaptive and Personalized Semantic

Web, Hypertext 2005, http://www.ru5.cti.gr/HT05/files/rath.pdf, 2005.

[251] M. M. C. Schraefel, N. R. Shadbolt, N. Gibbins, H. Glaser, and

S. Harris, “CS AKTive Space: Representing computer science on the

Semantic Web,” Proceedings of WWW 2004, http://www.www2004.org/

proceedings/docs/1p384.pdf, 2004.

[252] R. Schroeder, A. Caldas, G. Mesch, and W. Dutton, “The World Wide

Web of Science: Reconfiguring access to information,” Proceedings of the

Annual Conference of the National Centre for e-Social Science, http://

www.oii.ox.ac.uk/research/files/W3Sc ncess2005 paper Schroeder.pdf, 2005.

[253] N. Schwartz, R. Cohen, D. ben-Avraham, A.-L. Barab´asi, and S. Havlin, “Percolation

in directed scale-free networks,” Physics Review E, vol. 66, http://

www.wisdom.weizmann.ac.il/∼recohen/publications/directed.pdf, 2002.

[254] P. Seabright, The company of strangers: A natural history of economic life,

Princeton: Princeton University Press, 2004.

[255] J. Searle, “Minds, brains and programs,” The Behavioral and Brain Sciences,

vol. 3, pp. 417–424, 1980.

[256] J. Seidenberg and A. Rector, “Web ontology segmentation: Analysis,

classification and use,” Proceedings of WWW 2006, http://www2006.org/

programme/files/pdf/4026.pdf, 2006.

[257] N. Shadbolt, W. Hall, and T. Berners-Lee, “The Semantic Web revisited,”

IEEE Intelligent Systems, pp. 96–101, May/June 2006.

[258] G. Shafer, “Causal logic,” Proceedings of IJCAI-98, http://www.glennshafer.

com/assets/downloads/article62.pdf, 1998.

[259] C. Shirky, “Ontology is Overrated: Categories, Links and Tags,” http://www.

shirky.com/writings/ontology overrated.html, 2005.

[260] N. Simou, C. Saathoff, S. Dasiopoulou, E. Spyrou, N. Voisine, V. Tzouvaras,

I. Kompatsiaris, Y. Avrithis, and S. Staab, “An ontology infrastructure for

multimedia reasoning,” International Workshop on Very Low Bit-Rate Video-

Coding, http://www.image.ntua.gr/papers/381.pdf, 2005.

[261] B. Skyrms, Evolution of the Social Contract, Cambridge: Cambridge University

Press, 1996.

[262] J. Slaney, “Relevant logic and paraconsistency,” in Inconsistency Tolerance,

(L. Bertossi, A. Hunter, and T. Schaub, eds.), pp. 270–293, Berlin: Springer,

2004.

[263] A. Sloman, “Diagrams in the mind?,” in Diagrammatic Representation

and Reasoning, (M. Anderson, B. Meyer, and P. Olivier, eds.), London:

Springer-Verlag, 2001. http://www.cs.bham.ac.uk/research/cogaff/sloman.

diagbook.pdf.

[264] A. Smeaton, “Creating information links in digital video as a means to support

effective video navigation,” keynoteMultimedia Information Retrieval

Workshop, SIGIR 2003, http://km.doc.ic.ac.uk/mmir2003/1alansmeaton

wsmm03.pdf, 2003.

[265] B. Smith, “Protecting consumers and the marketplace: The need for federal

privacy legislation,” speech to the Congressional Internet Caucus,

http://www.netcaucus.org/speakers/2005/smith/privacyspeech.pdf, 2005.

[266] J. F. Sowa and A. K. Majumdar, “Analogical reasoning,” in Conceptual Structures

for Knowledge Creation and Communication, (A. de Moor, W. Lex,

and B. Ganter, eds.), Berlin: Springer, 2003. http://www.jfsowa.com/pubs/

analog.htm.

[267] J. Stanley and T. Williamson, “Knowing how,” Journal of Philosophy, vol. 98,

pp. 411–444, 2001.

[268] L. Steels, “Semiotic dynamics for embodied agents,” IEEE Intelligent Systems,

pp. 32–38, May/June 2006.

[269] H. St¨orrle, Models of Software Architecture: Design and Analysis With UML

and Petri Nets, Ph.D. thesis, University of M¨unchen, 2000.

[270] K. Su, A. Sattar, G. Governatori, and Q. Chen, “A computationally grounded

logic of knowledge, belief and certainty,” Proceedings of the 4th International

Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS

2005), http://eprint.uq.edu.au/archive/00002328/01/p409-su.pdf, 2005.

[271] V. S. Subrahmanian, “Amalgamating knowledge bases,” ACM Transactions

on Database Systems, vol. 19, no. 2, pp. 291–331, 1994.

[272] C. Sunstein, republic.com, Princeton: Princeton University Press, 2001.

[273] J. B. H. Tan and J. S. L. Yong, “Many agencies, one government – Singapore’s

vision of public services delivery,” in E-Government in Asia: Enabling Public

Service Innovation in the 21st Century, (J. S. L. Yong, ed.), pp. 267–308,

Singapore: Marshall Cavendish Business, 2003.

[274] P. Twomey, “Hey governments, hands off the internet,” New Scientist, 12th

Nov 2005.

[275] A. Uszok, J. M. Bradshaw, M. Johnson, R. Jeffers, A. Tate, J. Dalton,

and S. Aitken, “Kaos policy management for Semantic Web services,”

IEEE Intelligent Systems, pp. 32–41, http://www.aiai.ed.ac.uk/

project/ix/documents/2004/2004-ieee-is-uszok-kaos.pdf, July/August 2004.

[276] W. M. P. van der Aalst, “Pi calculus versus petri nets: Let us eat “humble pie”

rather than further inflate the “pi hype”,” BPTrends, vol. 3, no. 5, pp. 1–11,

http://is.tm.tue.nl/staff/wvdaalst/pi-hype.pdf, 2005.

[277] P. C. van Fenema and F. Go, “Dispersed communities: Weaving collective

and individual life, fact and fiction, mediated and direct spatial

experiences,” Communities and Technologies Conference, http://www.fbk.

eur.nl/PEOPLE/pfenema/personal/, 2003.

[278] J. van Ossenbruggen, L. Hardman, and L. Rutledge, “Hypermedia and the

Semantic Web: A research agenda,” Journal of Digital Information, vol. 3,

no. 1, http://jodi.ecs.soton.ac.uk/Articles/v03/i01/VanOssenbruggen/, 2002.

[279] J. van Ossenbruggen, G. Stamou, and J. Z. Pan, “Multimedia annotations

and the Semantic Web,” Workshop on Semantic Web Case Studies

and Best Practice for eBusiness, International Semantic Web Conference,

http://homepages.cwi.nl/∼media/publications/SWCASE05.pdf, 2005.

[280] C. J. van Rijsbergen, “Evaluation,” in Information Retrieval 2nd Edition,

1979. online book, http://www.dcs.gla.ac.uk/Keith/Chapter.7/Ch.7.html.

[281] H. R. Varian, “Competition and market power,” in The Economics of Information

Technology: An Introduction, (H. R. Varian, J. Farrell, and C. Shapiro,

eds.), pp. 1–47, Cambridge: Cambridge University Press, 2004.

[282] J. M. Vidal, P. Buhler, and C. Stahl, “Multiagent systems with workflows,”

IEEE Internet Computing, pp. 76–82, http://jmvidal.cse.sc.edu/

papers/vidal04a.pdf, January/February 2004.

[283] R. Volz, S. Handschuh, S. Staab, L. Stojanovic, and N. Stojanovic, “Unveiling

the idden bride: Deep annotation for mapping and migrating legacy

data to the Semantic Web,” Journal of Web Semantics, vol. 1, no. 2,

http://www.websemanticsjournal.org/ps/pub/2004-15, 2004.

[284] D. J. Watts and S. H. Strogatz, “Collective dynamics of “small world” networks,”

Nature, vol. 393, pp. 440–442, 1998.

[285] G. Weimann, Terror on the Internet: The New Arena, The New Challenges,

Washington: United States Institute of Peace, 2006.

[286] D. J. Weitzner, “Testimony Before the United States Senate Committee

on Commerce, Science and Transportation,” http://www.w3.org/2000/05/25-

Senate-Privacy-Testimony.html, 2000.

[287] D. J. Weitzner, J. Hendler, T. Berners-Lee, and D. Connolly, “Creating

a Policy-Aware Web: Discretionary, rule-based access for the World Wide

Web,” in Web and Information Security, (E. Ferrari and B. Thuraisingham,

eds.), Hershey PA: Idea Group Inc, 2005. http://www.mindswap.org/

users/hendler/2004/PAW.html.

[288] WGIG, “Report of the Working Group on Internet Governance,”

http://www.wgig.org/docs/WGIGREPORT.pdf (available in a number of

languages and formats from http://www.wgig.org/, 2005.

[289] Y. Wilks, “Ontotherapy, or how to stop worrying about what there is,” in

Knowledge Representation With Ontologies: Present Challenges, Future Possibilities,

(C. Brewster and K. O’Hara, eds.), International Journal of Human-

Computer Studies, 2006.

[290] Y. Wilks, “The Semantic Web as the apotheosis of annotation, but what

are its semantics?,” in press. http://www.dcs.shef.ac.uk/∼yorick/papers/

AAAI Paper.pdf.

[291] L. Wittgenstein, Philosophical Investigations, Oxford: Basil Blackwell, 1953.

[292] L. Wittgenstein, Remarks on the Foundations of Mathematics 3rd Edition,

Oxford: Basil Blackwell, 1978.

[293] K. Yanai and K. Barnard, “Probabilistic Web image gathering,” Proceedings

of the 7th ACM SIGMM International Workshop on Multimedia Information

Retrieval (MIR 2005), http://kobus.ca/research/publications/ACMMM-

MIR-05/Yanai-Barnard-ACM-MM-MIR-05.pdf, 2005.

[294] B. Yuwono and D. Lee, “Search and ranking algorithms for locating resources

on the World Wide Web,” Proceedings of the 12th International Conference

on Data Engineering, 1996.

[295] L. Zadeh, “From search engines to question-answering systems – the problems

of world knowledge, relevance, deduction and precisiation,” Keynote2005

IEEE International Conference on Information Reuse and Integration,

http://www.cs.fiu.edu/IRI05/, 2005.

[296] J. Zhang, J.-Y. Chung, C. K. Chang, and S. W. Kim, “WS-Net: A Petri-net

based specification model for Web services,” Proceedings of IEEE International

Conference on Web Services (ICWS ’04), 2004.

[297] D. Zhou, E. Manavoglu, J. Li, C. L. Giles, and H. Zha, “Probabilistic

models for discovering e-communities,” Proceedings of WWW 2006,

http://www2006.org/programme/files/pdf/1016.pdf, 2006.

[298] M. Zhou and K. Venkatesh, Modeling, Simulation and Control of Flexible

Manufacturing Systems: A Petri Net Approach, Singapore: World Scientific

Publishing, 1999.

[299] H. Zhuge, L. Zheng, N. Zhang, and X. Li, “An automatic Semantic relationships

discovery approach,” poster presentationWorld Wide Web Conference

2004, http://www2004.org/proceedings/docs/2p278.pdf, 2004.

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