A survey on socio-semantic information retrieval

Berners-Lee, 2001, The semantic web, Scientific American, 284, 34, 10.1038/scientificamerican0501-34 Farzan, 2007, Assist: adaptive social support for information space traversal, 199 Staab, 2002, Emergent semantics, IEEE Intelligent Systems, 17, 78, 10.1109/5254.988491 Mika, 2007, Ontologies are us: a unified model of social networks and semantics, Web Semantics: Science, Services and Agents on the World Wide Web, 5, 5, 10.1016/j.websem.2006.11.002 F.K. Hussain, E. Chang, A survey in semantic search technologies, in: 2008 2nd IEEE International Conference on Digital Ecosystems and Technologies, 2008, pp. 403–408. Grosky, 2002, Emergent semantics and the multimedia semantic web, ACM SIGMOD Record, 31, 54, 10.1145/637411.637420 S. Xu, S. Bao, B. Fei, Z. Su, Y. Yu, Exploring folksonomy for personalized search, in: Proceedings of the 31st ACM SIGIR conference on Research and Development in Information Retrieval, 2008, p. 155. Manning, 1999 Miller, 1995, Wordnet: a lexical database for english, Communications of the ACM, 38, 39, 10.1145/219717.219748 Wynar, 1985 Gruber, 1995, Toward principles for the design of ontologies used for knowledge sharing, International Journal of Human-Computer Studies, 43, 907, 10.1006/ijhc.1995.1081 Goldstone, 2004, 599 Parry, 2004, A fuzzy ontology for medical document retrieval, 121 Calegari, 2008, Object-fuzzy concept network: an enrichment of ontologies in semantic information retrieval, Journal of the American Society for Information Science, 59, 2171, 10.1002/asi.20945 Kifer, 1995, Logical foundations of object-oriented and frame-based languages, Journal of the ACM, 42, 741, 10.1145/210332.210335 F. Manola, E. Miller, RDF primer, 2004. http://www.w3.org/TR/rdf-primer/. McGuinness, 2002, Daml oil: an ontology language for the semantic web, IEEE Intelligent Systems, 17, 72, 10.1109/MIS.2002.1039835 S. Bechhofer, F.V. Harmelen, J. Hendler, I. Horrocks, D.L. McGuinness, P.F. Patel-Schneider, L.A. Stein, OWL web ontology language reference, 2004. http://www.w3.org/TR/owl-ref/. D. Brickley, R.V. Guha, RDF vocabulary description language 1.0: RDF schema, 2004. http://www.w3.org/TR/rdf-schema/. E. Prud’hommeaux, A. Seaborne, SPARQL query language for RDF, 2008. http://www.w3.org/TR/rdf-sparql-query/. Sirin, 2007, Pellet: a practical owl-dl reasoner, Web Semantics: Science, Services and Agents on the World Wide Web, 5, 51, 10.1016/j.websem.2007.03.004 I. Horrocks, P.F. Patel-Schneider, H. Boley, S. Tabet, B. Grosof, M. Dean, SWRL: a semantic web rule language combining oWL and RuleML, 2004. http://www.w3.org/Submission/SWRL/. M.P. Singh, A social semantics for agent communication languages, 2000, pp. 31–45. Li, 2008, Tag-based social interest discovery, 675 M.G. Noll, Understanding and leveraging the social web for information retrieval, Ph.D. Thesis, Hasso–Plattner-Institut für Softwaresystemtechnik, 2010. http://www.michael-noll.com/publications/. Gupta, 2010, Survey on social tagging techniques, ACM SIGKDD Explorations Newsletter, 12, 58, 10.1145/1882471.1882480 Hotho, 2006, Emergent semantics in BibSonomy, vol. P-94 D. Benz, B. Krause, G. Kumar, A. Hotho, G. Stumme, Characterizing semantic relatedness of search query terms, in: Workshop on Explorative Analytics of Information Networks at ECML PKDD, 2009, p. 119. M.G. Noll, C. Meinel, Web search personalization via social bookmarking and tagging, 2007, pp. 367–380. Baeza-Yates, 1999 Agosti/etal:01, models in information retrieval, 2001. http://www.is.inf.uni-due.de/bib/pdf/ir/Fuhr:00a.pdf. E. Greengrass, Information retrieval: a survey, 2000. http://www.csee.umbc.edu/cadip/readings/IR.report.120600.book.pdf. Mitra, 2000, Information retrieval from documents: a survey, Information Retrieval, 2, 141, 10.1023/A:1009950525500 C. Rocha, D. Schwabe, M.P. Aragao, A hybrid approach for searching in the semantic web, in: Proceedings of the 13th International Conference on World Wide Web, 2004, p. 374. Kiryakov, 2004, Semantic annotation, indexing, and retrieval, Web Semantics: Science, Services and Agents on the World Wide Web, 2, 49, 10.1016/j.websem.2004.07.005 Staab, 2003, Semantic portAL — the SEAL approach, 317 Castells, 2007, An adaptation of the vector-space model for ontology-based information retrieval, IEEE Transactions on Knowledge and Data Engineering, 19, 261, 10.1109/TKDE.2007.22 Vallet, 2005, An ontology-based information retrieval model, 455 Ozcan, 2005, Concept-based information access, 794 M. Baziz, M. Boughanem, S. Traboulsi, A concept-based approach for indexing documents in IR, in: Actes du XXIIIeme Congres INFORSID, Grenoble, INFORSID, pp. 489–504. http://mysins.googlecode.com/files/AConcept-basedApproachforIndexing.pdf. Eriksson, 2007, The semantic-document approach to combining documents and ontologies, International Journal of Human-Computer Studies, 65, 624, 10.1016/j.ijhcs.2007.03.008 Spiliopoulos, 2008, Semantic retrieval and ranking of semantic web documents using free-form queries, International Journal of Metadata, Semantics and Ontologies, 3, 95, 10.1504/IJMSO.2008.021888 M. Sanderson, Word sense disambiguation and information retrieval, in: Proceedings of the 17th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, vol. 39, 1994, pp. 142–151. http://eprints.whiterose.ac.uk/4922/. Krovetz, 1997, Homonymy and polysemy in information retrieval, 72 Baziz, 2005, Semantic cores for representing documents in IR, 1011 Lin, 1998, An information-theoretic definition of similarity, 296 Resnik, 1999, Semantic similarity in a taxonomy: an information-based measure and its application to problems of ambiguity in natural language, Journal of Artificial Intelligence Research, 11, 95, 10.1613/jair.514 E.M. Voorhees, Proceedings of the 16th ACM SIGIR Conference on Research and Development in Information Retrieval. Ide, 1998, Introduction to the special issue on word sense disambiguation: the state of the art, Computational Linguistics, 24, 2 Kern, 2010, Kcdc: word sense induction by using grammatical dependencies and sentence phrase structure, 351 Deerwester, 1990, Indexing by latent semantic analysis, Journal of the American Society for Information Science, 41, 391, 10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9 Guha, 2003, Semantic search, 700 D. Bassu, C. Behrens, Distributed LSI: scalable concept-based information retrieval with high semantic resolution. Atreya, 2011, Latent semantic indexing (lsi) fails for trec collections, ACM SIGKDD Explorations Newsletter, 12, 5, 10.1145/1964897.1964900 Li, 2006, Identifying important concepts from medical documents, Journal of Biomedical Informatics, 39, 668, 10.1016/j.jbi.2006.02.001 Mangold, 2007, A survey and classification of semantic search approaches, International Journal of Metadata, Semantics and Ontologies, 2, 23, 10.1504/IJMSO.2007.015073 Noy, 2001, Creating semantic web contents with protege, IEEE Intelligent Systems, 16, 60, 10.1109/5254.920601 Handschuh, 2002, Authoring and annotation of web pages in cream, 462 P. Cimiano, S. Handschuh, S. Staab, Towards the self-annotating web, 2004, pp. 462–471. M. Vargas-Vera, E. Motta, J. Domingue, M. Lanzoni, A. Stutt, F. Ciravegna, MnM: ontology driven semi-automatic and automatic support for semantic markup, pp. 379–391. B. Popov, A. Kiryakov, D. Ognyanoff, D. Manov, A. Kirilov, M. Goranov, Towards semantic web information extraction, in: Human Language Technologies Workshop at the 2nd International Semantic Web Conference, ISWC2003, Florida, USA. http://gate.ac.uk/conferences/iswc2003/. S. Dill, N. Eiron, D. Gibson, D. Gruhl, R. Guha, A. Jhingran, T. Kanungo, S. Rajagopalan, A. Tomkins, J.A. Tomlin, J.Y. Zien, Semtag and seeker: bootstrapping the semantic web via automated semantic annotation, 2003. Ben-Yitzhak, 2008, Beyond basic faceted search, 33 Dakka, 2005, Automatic construction of multifaceted browsing interfaces, 768 E. Stoica, M. Hearst, M. Richardson, Automating creation of hierarchical faceted metadata structures, in: Proceedings of NAACL HLT, pp. 244–251. Golder, 2005, The structure of collaborative tagging systems, Growth (Lakeland) K. Weller, Folksonomies and ontologies: two new players in indexing and knowledge representation, in: Applying Web (Online Information 2007 Proceedings), vol. 2, 2007, pp. 108–115. J. Qin, Controlled semantics vs. social semantics: an epistemological analysis, in: Proceedings of the 10th International ISKO Conference Culture and Identity in Knowledge Organization. http://web.syr.edu/~jqin/pubs/isko2008_qin.pdf. V. Milicic, Faviki, 2008. http://www.faviki.com/. V. Zacharias, S. Braun, SOBOLEO — social bookmarking and lightweight ontology engineering, in: Proceedings of the Workshop on Social and Collaborative Construction of Structured Knowledge, vol. 1, pp. 9–12. http://ceur-ws.org/Vol-273/paper_41.pdf. S. Braun, C. Schora, V. Zacharias, Semantics to the bookmarks: a review of social semantic bookmarking systems, in: Proc. of the 5th I-SEMANTICS, September, pp. 445–454. X. Wu, L. Zhang, Y. Yu, Exploring social annotations for the semantic web, in: Proceedings of the 15th International Conference on World Wide Web, vol. 6, 2006, p. 417. D. Feinstein, F. Smadja, Using a faceted search paradigm on tag space — the RawSugar approach, in: SIGIR’2006 Faceted Search Workshop. Maly, 2010, A collaborative faceted categorization system, 69 Arampatzis, 2008, A study of query length, 811 Hildebrand, 2007, An analysis of search-based user interaction on the semantic web, Information Systems Journal Fazzinga, 2010, Semantic search on the web, Semantic Web Interoperability, Usability, Applicability, 1, 1 Lopez, 2005, Aqualog: an ontology-portable question answering system for the semantic web, vol. 3532, 546 Ding, 2004, Swoogle: a search and metadata engine for the semantic web, 652 O. Corby, R. Dieng-Kuntz, C. Faron-Zucker, Querying the semantic web with corese search engine, in: ECAI, vol. 16, Citeseer, 2004, p. 705. Heflin, 2003, 29 Kasneci, 2008, Naga: harvesting, searching and ranking knowledge, 1285 Nováček, 2010, Invited paper: coraal-dive into publications, bathe in the knowledge, Web Semantics: Science, Services and Agents on the World Wide Web, 8, 176, 10.1016/j.websem.2010.03.008 Chakrabarti, 2004, Breaking through the syntax barrier: searching with entities and relations, 9 Bernstein, 2006, GINO — a guided input natural language ontology, vol. 4273, 144 M. Fernandez, V. Lopez, M. Sabou, V. Uren, D. Vallet, E. Motta, P. Castells, Semantic search meets the web, 2008, pp. 253–260. Cimiano, 2008, Towards portable natural language interfaces to knowledge bases — the case of the orakel system, Data & Knowledge Engineering, 65, 325, 10.1016/j.datak.2007.10.007 Damljanovic, 2010, Natural language interfaces to ontologies: combining syntactic analysis and ontology-based lookup through the user interaction, 106 Lopez, 2006, Powermap: mapping the real semantic web on the fly, 414 Cheng, 2008, Falcons: searching and browsing entities on the semantic web, 1101 Lei, 2006, Semsearch: a search engine for the semantic web, vol. 4248, 238 Tran, 2007, vol. 4825, 523 Tummarello, 2010, Sig.ma: live views on the web of data, Journal of Web Semantics: Science Services and Agents on the World Wide Web, 8, 355, 10.1016/j.websem.2010.08.003 Zenz, 2009, From keywords to semantic queries — incremental query construction on the semantic web, Journal on Web Semantics: Science, Services and Agents on the World Wide Web, 7, 166, 10.1016/j.websem.2009.07.005 Zhou, 2007, Spark: adapting keyword query to semantic search, 694 Carman, 2009, A statistical comparison of tag and query logs, 123 N. Liu, J. Yan, W. Fan, Q. Yang, Z. Chen, Identifying vertical search intention of query through social tagging propagation, 2009, pp. 1209–1210. V. Zanardi, L. Capra, Social ranking: finding relevant content in web 2.0, in: Proceedings of the 2nd ACM International Conference on Recommender Systems, Recsys ’08. B.J. Jansen, A. Spink, An analysis of web documents retrieved and viewed, in: Proceedings of International Conference on Internet Computing, Las Vegas, June, pp. 65–69. S. Auer, C. Bizer, G. Kobilarov, J. Lehmann, R. Cyganiak, Z. Ives, Dbpedia: a nucleus for a web of open data, 2007, pp. 722–735. A. Balmin, V. Hristidis, Y. Papakonstantinou, ObjectRank: authority-based keyword search in databases, in: Proceedings of the Thirtieth International Conference on Very Large Databases, VLDB ’04, VLDB Endowment, 2004, pp. 564–575. Franz, 2009, Triplerank: ranking semantic web data by tensor decomposition, 213 Ning, 2008, Rss: a framework enabling ranked search on the semantic web, Information Processing and Management: an International Journal, 44, 893, 10.1016/j.ipm.2007.03.005 Jiang, 2006, Ontosearch: a full-text search engine for the semantic web, 1325 J. Davies, R. Weeks, Quizrdf: Search technology for the semantic web, 2004. Rada, 1989, Ranking documents with a thesaurus, Journal of the American Society for Information Science, 40, 304, 10.1002/(SICI)1097-4571(198909)40:5<304::AID-ASI2>3.0.CO;2-6 Hyvönen, 2005, MuseumFinland-Finnish museums on the semantic web, Journal of Web Semantics, 3, 224, 10.1016/j.websem.2005.05.008 Celino, 2007, Squiggle: an experience in model-driven development of real-world semantic search engines, 485 Chirita, 2006, Beagle ++: semantically enhanced searching and ranking on the desktop, 348 Bamba, 2005, Utilizing resource importance for ranking semantic web query results, vol. 3372, 185 Scheir, 2008, A network model approach to retrieval in the semantic web, Journal on Semantic Web and Information Systems, 4, 56, 10.4018/jswis.2008100103 L. Page, S. Brin, R. Motwani, T. Winograd, The pagerank citation ranking: bringing order to the web, 1998, pp. 1–17. Hotho, 2006, FolkRank : a ranking algorithm for folksonomies, 411 Bao, 2007, Optimizing web search using social annotations, 501 Abel, 2009 Kleinberg, 1999, Authoritative sources in a hyperlinked environment, Journal of the ACM, 46, 604, 10.1145/324133.324140 Hearst, 2009 E. Hyvänen, E. Mäkelä, Semantic autocompletion, in: Proceedings of the first Asia Semantic Web Conference, ASWC 2006, pp. 1–13. Hildebrand, 2006, facet: a browser for heterogeneous semantic web repositories, 272 Stojanovic, 2004 Hurtado, 2006, A relaxed approach to rdf querying, 314 Maedche, 2003, SEmantic portAL — the SEAL approach, 317 Bernstein, 2005, Querying ontologies: a controlled english interface for end-users, vol. 3729, 112 N. Athanasis, V. Christophides, D. Kotzinos, Generating on the fly queries for the semantic web: the ICS-FORTH graphical RQL interface (GRQL), Proceedings of the 3rd International Semantic Web Conference, ISWC 2004, Hiroshima, Japan, vol. 3298, 2004, pp. 486–501, http://www.springerlink.com/index/4MLGMJQWFFGA031K.pdf. D. Helic, C. Trattner, M. Strohmaier, K. Andrews, On the navigability of social tagging systems, in: 2010 IEEE Second International Conference on Social Computing, SocialCom, pp. 161–168. Zubiaga, 2011, Tags vs shelves: from social tagging to social classification, 93 F. Nazir, V. Uren, A. Nikolov, Algorithms for generating ontology based visualization from semantic search results, 2009, pp. 464–468. C. Biancalana, A. Micarelli, Social tagging in query expansion: a new way for personalized web search, 2009, pp. 1060–1065. Hearst, 2006, Design recommendations for hierarchical faceted search interfaces, 1 K.-P. Yee, K. Swearingen, K. Li, M. Hearst, Faceted metadata for image search and browsing, in: Proceedings of the Conference on Human factors in Computing Systems, CHI 03, 2003, p. 401. Tvarožek, 2008, Improving semantic search via integrated personalized faceted and visual graph navigation, vol. 4910, 778 Li, 2007, Towards effective browsing of large scale social annotations, 943 Cronen-Townsend, 2002, Quantifying query ambiguity, 104 Qiu, 2006, 727 Chirita, 2005, Using odp metadata to personalize search, 178 2005, Personalisation of web search, vol. 3169 Dou, 2007, A large-scale evaluation and analysis of personalized search strategies, 581 De Meo, 2010, A query expansion and user profile enrichment approach to improve the performance of recommender systems operating on a folksonomy, User Modeling and User-Adapted Interaction, 20, 41, 10.1007/s11257-010-9072-6 Wang, 2010, Personalization of tagging systems, Information Processing and Management: An International Journal, 46, 58, 10.1016/j.ipm.2009.06.002 D. Vallet, I. Cantador, J.M. Jose, Personalizing web search with folksonomy-based user and document profiles, 2010, pp. 420–431. Chen, 2010, Personalized resource search by tag-based user profile and resource profile, vol. 6488, 510 Pretschner, 1999, Ontology based personalized search, 391 Jiang, 2009, Learning and inferencing in user ontology for personalized semantic web search, Information Sciences, 179, 2794, 10.1016/j.ins.2009.04.005 Middleton, 2004, Ontological user profiling in recommender systems, ACM Transactions on Information Systems (TOIS), 22, 54, 10.1145/963770.963773 Daoud, 2010, A personalized graph-based document ranking model using a semantic user profile, 171 M. Barla, M. Bieliková, Estimation of user characteristics using rule-based analysis of user logs, in: Workshop Proceedings of Data Mining for User Modeling Held at the International Conference on User Modeling, UM2007, pp. 5–14. http://labs-repos.iit.demokritos.gr/conferences/UM2007/UM2007_WS4_DMUM.pdf. Peters, 2009 P. Scheir, V. Pammer, S. Lindstaedt, Information retrieval on the semantic web-does it exist, in: Workshop Proceedings of Lernen-Wissen-Adaption, LWA2007, Halle/Saale, Germany, September 24–26, 2007. Wei, 2008, Search with meanings: an overview of semantic search systems, International Journal of Communications of SIWN, 3, 76 Renteria-Agualimpia, 2010, Exploring the advances in semantic search engines, vol. 79, 613