Use of ontologies for personification of semantic retrieval
Abstract
Modern means of knowledge representation and processing into the intelligent information systems that are oriented on the work into open environment are considered. Methods of building and use of the domain ontologies that represent knowledge about users and their information needs are developed. Models and methods that support semantic search of information and it`s personified processing on base of these ontologies are proposed. Software tools based on the Semantic Web technologies that realize proposed methods are created. MAIPS system performs personified semantic search by use of ontologies and thesauri for representation of knowledge about search objects and subjects. Methods of refinement of these ontologies on base of semantically marked Wiki-resources analysis are proposed.
Problems in programming 2017; 3: 52-67
Keywords
Full Text:
PDF (Українська)References
Gilbert N., Bankes S. (2002) Platforms and methods for agent-based modeling. Proceedings of the National Academy of Sciences, 99(suppl 3), P. 7197-7198. CrossRef
Cowles P. Web Services and the Semantic Web. http://ezolin.pisem.net/logic/ws_and_ sw_rus.html.
Wikipedia. https://uk.wikipedia.org/wiki. [in Ukrainian].
Gavrilova T.A., Choroshevsky V.F. (2000) Knowledge bases of intelligent systems. SPb.: Piter. [in Russian].
Warren P. (2006) Knowledge Management and the Semantic Web: From Scenario to Technologyю IEEE Intelligent Systems, V. 21, N 1. P. 53-59.CrossRef
Choroshevsky V.F. (2008) Knowledge spaces on the Internet and the Semantic Web (Part 1). Artificial Intelligence and Decision Making, 1. P. 80-97. http://xrumer.raai.org/ library/aidt/aidt2008-1/aidt2008-1.files/2008-1-80-97.pdf [in Russian].
Sabou M., d'Aquin M., Motta E. (2008) Exploring the semantic web as background knowledge for ontology matching. Journal on Data Semantics. CrossRef
Davies J., Fensel D., van Harmelen F. (2002) Towards the Semantic Web: Ontology-driven knowledge. John Wiley & Sons Ltd, England, 288 p. CrossRef
Berners-Lee T., Hendle J., Lassil O. (2001) The semantic web. Scientific american, 284(5). P. 28-37. https://pdfs.semanticscholar. org/566c/1c6bd366b4c9e07fc37eb372771690d5ba31.pdf.
W3C Semantic Web Activity. Режим дос-тупу : http://www.w3.org/2001/sw/Activity/.
Introduction to Semantic Web. http://www.mphasis.com/knowledge-center/white- papers-all.asp.
Lassila O., Swick R. Resource Description Framework (RDF) Model and Syntax Specification. W3C Recommendation. http://www.w3.org/TR/REC-rdf-syntax.
OWL Web Ontology Language Semantics and Abstract Syntax. Section 2. Abstract Syntax. http://www.w3.org/TR/owl-semantics/ syntax.html.
Davies J., Fensel D., van Harmelen F. (2002) Towards the Semantic Web: Ontology-driven knowledge management. John Wiley & Sons Ltd, England, 288 p. CrossRef
Gruber T. R. (1995) Toward Principles for the Design of Ontologies Used for Knowledge Sharing. International Journal of Human-Computer Studies, Vol. 43, Issues 5-6. P. 907-928. CrossRef
Ushold M., Gruninger M. (1996) Ontologies: Principles, Methods and Applications, Knowledge Engineering Review. V. 11. N 2. CrossRef
Guarino N. (1998) Formal Ontology in Information Systems. Proceedings of FOIS'98, P. 3-15.
Rogushina J.V., Gladun A.Ya.,Osadchiy V.V., Pryima S.M. (2015) Ontological analysis into the Web, Melitopol: Bogdan Hmelnitsky MDPU - 407 p. [in Ukrainian]
Krafzig D., Banke K., Slama K. (2005) Enterprise SOA: service-oriented architecture best practices / Prentice Hall Professional, 378 p.
Cowles P. Web Services and the Semantic Web. http://ezolin.pisem.net/logic/ws_and_ sw_rus.html.
Martin D., Burstein M., Lassila O., Paolucci M., Payne T., McIlraith S. Describing Web Services using OWL-S and WSDL. http://www.daml.org/services/owl-s/1.0/owl-s-wsdl.html.
Gladun A.Y., Rogushina J.V. Semantic technologies: principles and practics. K.: ADEF-Ukraine, 2016. 308 p. [in Ukrainian].
Franklin S., Graesser A. (1997) Is it an Agent, or just a Program?: A Taxonomy for Autonomous Agents. Intelligent agents III Int. Workshop on Agents Theories, Arch. and Languages, P. 21-35. CrossRef
Shoham Y. (1993) Agent-oriented pro-gramming. Artificial Intelligence, N 60. P. 51-92. CrossRef
Ndumu D.T., Nwana H.S. (1997) Research and Development Challenges for Agent-Based Systems. Software Engineering, IEE Processing, V. 144. P. 2-10. CrossRef
Pleskach, V.L., Rogushina, J.V. (2005) Agent technologies, Kyiv. KNTU. 338 p. [in Ukrainian].
Rogushina J.V. (2017) Use of ontological knowledge by intelligent agents. Problems of programming, N 2. P. 82-95.
Davies J., Fensel D., van Harmelen F. (2002) Towards the Semantic Web: Ontology-driven knowledge management. John Wiley & Sons Ltd,, England, 288 p. CrossRef
Baeza-Yates R., A. Raghavan R. (2010) Next generation Web search, S. Ceri and M. Brambilla, editors, Search Computing, Springer, P. 11-23. CrossRef
Fazzingaa B., Lukasiewicz T. (2010) Se-mantic search on the Web. Semantic Web - Interoperability, Usability, Applicability, N 1, P.1-7. CrossRef
Kasneci G., Suchanek F.M., Ifrim G., Ramanath M., Weikum G. (2008) NAGA: Searching and ranking knowledge. Proc. ICDE-2008, ШЕЕ Computer Society. P. 953-962. CrossRef
Oren E., Gueret C., Schlobach S. (2008) Anytime query answering in RDF through evolutionary algorithms. Proc. ISWC-2008, LNCS 5318, Springer, P. 98-113. CrossRef
Cheng G., Ge W., Qu Y. (2008) Falcons: Searching and browsing entities on the Semantic Web/ Proc. WWW-2008, ACM Press, P. 1101-1102. CrossRef
Lei Y., Uren V. S., Motta E. (2006) SemSearch: A search engine for the Semantic Web. Proc. EKAW-2006, LNCS 4248, Springer, P. 238-245. CrossRef
Harth A., Hogan A., Delbru R., Umbrich J., O'Riain S., Decker S. (2007) SWSE: Answers before links. Proc. Semantic Web Challenge 2007, CEUR Workshop Proceedings 295. CEUR-WS.org.
Damljanovic D., Agatonovic M., Cunningham H. (2010) Natural language interface to ontologies: Combining syntactic analysis and ontology-based lookup through the user interaction. Proc. ESWC-2010, Part I, LNCS 6088, P. 106-120. CrossRef
Zenz G., Zhou X., Minack E., Siberski W., Nejdl W. (2009) From keywords to semantic queries. Incremental query construction on the Semantic Web. J. Web Sem., 7(3), P. 166-176. CrossRef
Heflin J., Hendler J. A., Luke S. (2003) SHOE: A blueprint for the Semantic Web. In D. Fensel, W. Wahlster, and H. Lieberman, editors. Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential, MIT Press, P. 29-63.
Thomas E., Pan J. Z., Sleeman D. H. (2007) ONTOSEARCH2: Searching ontologies semantically. Proc. OWLED-2007, CEUR Workshop Proceedings 258. CEUR-WS.org.
Finin T. W., Ding L., Pan R., Joshi A., Kolari P., Java A., Peng Y. (2005) Swoogle: Searching for knowledge on the Semantic Web. Proc. AAAI-2005, AAAI Press / MIT Press, P. 1682-1683.
Rogushina J.V. Semantic retrieval for Web on base of ontologies: design of models, tools and methods. Melitopol: Bogdan Hmelnitsky MDPU , 2015. 291 p. [in Ukrainian].
Rogushina J.V. (2017) Classification of means and methods of the Web semantic sretrieval. Problems of programming. N 1, P. 30-50. [in Ukrainian].
Tudorache T., Nyulas C., Noy N. F., Musen M. A. (2013) WebProtégé: A collaborative ontology editor and knowledge acquisition tool for the web. Semantic web, 4(1). P. 89-99. https://www.ncbi.nlm.nih.gov/pmc/ articles/PMC3691821/ CrossRef
Rogushina J.V. (2014) Knowledge-oriented means of the Web semantic retrieval support. LAP LAMBERT Academic Publishing, 214. [in Russian].
Fazzinga B., Gianforme G., Gottlob G., Lukasiewicz T. (2010) Semantic Web search based on ontological conjunctive queries. Proc. FoIKS-2010, LNCS 5956, Springer, P. 153-172. CrossRef
Dobrov B.V., Ivanov V.V., Lucashevich N.V., Soloviev V.D. (2006) Ontologies and thesauri. Kazan, KGU. [in Russian].
Gladun A.Ya., Rogushina J.V. Formation of the domain thesaurus as a means of modeling the user information needs during the Interne tsearching. The Journal of Computer and Information Technologies, Moscow, N 1, 2007. [in Russian].
Patent for Utility Model No. 113890 "Personified Finding Information" [in Ukrainian].
Certificate of registration of copyright law on the work №32068 Rogushina J.V., Grishanova I.Yu. The literary work of the scientific character "Model of the multiagent information retrieval system "MAIPS" ("Model MAIPS"). [in Ukrainian].
Certificate of registration of copyright law on the product number 32015. Grishanova I.Yu., Rogushina J.V. Computer program "MU-multi-agent information retrieval system" MAIPS "(" MAIPS "). [in Ukrainian].
Wagner C. (2004) Wiki: A technology for conversational knowledge management and group collaboration. The Communications of the Association for Information Sys-tems. V. 13(1). P. 264-89. CrossRef
Rogushina J. (2016) Semantic Wiki resources and their use for the construction of personalised ontologies. Proc. of the 10th International Conference of Programming UkrPROG'2016, P. 196-203. - http://ceur-ws.org/Vol-1631/188-195.pdf.
Rogushina J., Pryima S. (2017) Use of ontologies and the Semantic Web for qualifications framework transparency. Eastern-European Journal of Enterprise Technologies, 1/2 (85), P. 25-30. CrossRef
Rogushina J.V, Pryima S.M. (2017) Development of methods for support of qualification frameworks transparency based on semantic technologies. Information Technologies and Learning Tools. V. 59, N. 3. P. 201-210. CrossRef
Rogushina J.V., Gladun A.Y. (2017) Ontological Approach to Matching of the Domain Competence of Specialists for Research Projects. OSTIS-2017, Minsk, P. 133-138.
Rogushina J.V. (2017) Comparison of the semantic information resources of the web on base of the ontological analysis . International Journal "Information Technologies & Knowledge". 2017. Vol. 11, N 1. P. 49-71. http://www.foibg.com/ijitk/ijitk-vol11/ijitk11-01-p03.pdf. [in Russion].
DOI: https://doi.org/10.15407/pp2017.03.052
Refbacks
- There are currently no refbacks.