This paper presents the structure and current state of the Sociopolitical thesaurus, which was developed for automatic document analysis and information-retrieval applications in Russian in a broad domain of public affairs. The scope of the Sociopolitical thesaurus resembles traditional information-retrieval thesauri for broad domains such as the EUROVOC or UNBIS thesauri, but the Sociopolitical thesaurus is intended as a tool for automatic document processing and this difference leads to considerable distinctions in the thesaurus structure and principles of its development. The knowledge representation in the Sociopolitical thesaurus is based on the combination of three existing traditions of developing information-retrieval thesauri, wordnets, and formal ontology research, which facilitates the consistent representation for such a broad scope of concepts and automatic document analysis of unstructured texts. The Sociopolitical thesaurus is used in such applications as conceptual indexing in information-retrieval systems, knowledge-based text categorization, automatic summarization of single and multiple documents, and question-answering. This paper presents an evaluation of the Sociopolitical thesaurus in automatic knowledge-based text categorization.
Ageev, Mikhail, Boris Dobrov, Pavel Krasilnikov, Natalia Loukachevitch, Andrey Pavlov, Alexey Sidorov, and Sergey Shternov
2008 “UIS ROSSIYA na ROMIP-2007: poisk i classifikaciya [UIS RUSSIA at ROMIP-2007: Search and Classification].” In
Proceedings of Russian Seminar on Information-Retrieval Methods, ROMIP 2007–2008
, 199–220, Dubna, Russia.
Aitchinson, Jean, and Alan Gilchrist
1987Thesaurus Construction: A Practical Manual. London, UK: Aslib.
Azarowa, Irina
2008 “RussNet as a Computer Lexicon for Russian.” In
Proceedings of the Intelligent Information Systems IIS-2008
, 341–350, Zacopane, Poland.
Balkova, Valentina, Andrey Suhonogov, and Sergey Yablonsky
2008 “Some Issues in the Construction of a Russian WordNet Grid.” In
Proceedings of the Fourth International WordNet Conference
, 44–55, Szeged, Hungary.
Bentivogli, Luisa, and Emanuele Pianta
2004 “Extending Wordnet with Syntagmatic Information.” In
Proceedings of Second Global WordNet Conference
, 47–53, Brno, Czech Republic.
Braslavski, Pavel, Dmitrii Ustalov, and Mikhail Mukhin
2014 “A Spinning Wheel for Yarn: User Interface for a Crowdsourced Thesaurus.” In
Proceedings of EACL-2014
, 101–104, Gothenberg, Sweden.
Croft, William
2002 “The Role of Domains in the Interpretation of Metaphors and Metonymies.” Metaphor and Metonymy in Comparison and Contrast, ed. by René Dirven and Ralf Porings, 161–205. Berlin: Mouton de Gruyter.
Cruse, Alan
1986Lexical Semantics. Cambridge, UK: Cambridge University Press.
2006“Development of Linguistic Ontology on Natural Sciences and Technology.” In
Proceedings of Linguistic Resources and Evaluation Conference (LREC 2006)
, 1077–1082, Genoa, Italy.
EUROVOC, Thesaurus
1995 “Vol. 1–3/European Communities.–Luxembourg: Office for Official Publications of the European Communities.”
Fellbaum, Christiane
2002“Parallel Hierarchies in the Verb Lexicon.” In
Proceedings of ‘The Ontologies and Lexical Knowledge Bases’ Workshop (OntoLex02), 27–31, Canary Islands, Spain.
Fellbaum, Christiane
1998WordNet: An Electronic Lexical Database. Cambridge, MA: MIT Press.
Fillmore, Charles, Christopher Johnson, and Miriam R. Petruck
2003 “Background to Framenet.” International Journal of Lexicography, 16 (3): 235–250.
Gangemi, Aldo, Roberto Navigli, and Paula Velardi
2003 “The OntoWordNet Project: Extension and Axiomatisation of Conceptual Relations in Wordnet.” In
Proceedings of International Conference on Ontologies, Databases and Applications of Semantics (ODBASE), 820–838, Catania, Sicily.
Gelfenbeyn, Ilia, Artem Goncharuk, Vlad Lehelt, Anton Lipatov, and Viktor Shilo
2003 “Automatic Translation of WordNet Semantic Network to Russian Language.” In
Proceedings of International Conference on Computational Linguistics and Intellectual Technologies (Dialogue 2003)
, 120–128, Moscow, Russia.
Gomez-Perez, Asuncion, Oscar Corcho, and Mariano Fernandez-Lopez
2004Ontological Engineering: With Examples from the Areas of Knowledge Management, e-Commerce and the Semantic Web. (Advanced Information and Knowledge Processing), 1st edition. Berlin and Heidelberg, Germany: Springer-Verlag.
Grenon, Pierre, and Barry Smith
2004“SNAP and SPAN: Towards Dynamic Spatial Ontology.”Spatial Cognition and Computation 4 (1): 69–104.
1998 “Some Ontological Principles for Designing Upper Level Lexical Resources.” In
Proceedings of the First International Conference on Language Resources and Evaluation
, 527–534, Granada, Spain.
Guarino, Nicola
2009 “The Ontological Level: Revisiting 30 Years of Knowledge Representation.” In Conceptual Modeling: Foundations and Applications: Essays in Honor of John Mylopoulos. Lecture Notes in Computer Science, 5600, ed. by A. Borgida, 52–67. Berlin and Heidelberg, Germany: Springer-Verlag.
Guarino, Nicola, and Chris Welty
2000 “Ontological Analysis of Taxonomic Relationships.” In
Proceedings of ER-2000, The 19th International Conference on Conceptual Modeling
. Lecture Notes in Computer Science, 1920, 210–224. Berlin and Heidelberg, Germany: Springer-Verlag.
Guizzardi, Giancarlo
2011 “Ontological Foundations for Conceptual Part-Wholes Relation: The Case of Collectives and Their Parts.” In
Advanced Information Systems Engineering: Proceedings of the 23rd International CAiSE
, (London, UK, June 20-24) Lecture Notes in Computer Science, 6741, 138–153. Berlin and Heidelberg, Germany: Springer-Verlag.
International Standards Organization (ISO) 2788
1986 “Guidelines for the Establishment and Development of Monolingual Thesauri.”
2012 “Varieties of Ontological Dependence.” In Metaphysical Grounding: Understanding the Structure of Reality, ed. by Fabrice Correia and Benjamin Schnieder, 186–213. Cambridge, UK: University Press.
Kumar, Anand, and Barry Smith
2004 “The Ontology of Blood Pressure: A Case Study in Creating Ontological Partitions in Biomedicine.” ([URL]). Accessed 26 August 2015.
Legislative Indexing Vocabulary (LIV)
1994Congressional Research Service, 21st edition. Washington, D. C.: Library of Congress.
Loebe, Frank
2007 “Abstract vs. Social Roles: Towards a General Theoretical Account of Roles.” Applied Ontology 2 (2): 127–158.
Loukachevitch, Natalia, and Boris Dobrov
2004 “Sociopolitical Domain as a Bridge from General Words to Terms of Specific Domains.” In
Proceedings of the Second International WordNet Conference GWC-2004
, 163–168, Brno, Czech Republic.
Loukachevitch, Natalia, and Boris Dobrov
2005 “Large-Scale Linguistic Ontology as a Basis for Text Categorization of Legislative Documents.” In
Legal Knowledge and Information Systems: Jurix 2005, the Eighteenth Annual Conference
, Vol. 1341, 109–110. Amsterdam: IOS Press.
Loukachevitch, Natalia, and Boris Dobrov
2014“RuThes Linguistic Ontology vs. Russian Wordnets.” In
Proceedings of the Seventh Global WordNet Conference (GWC 2014)
, 154–162, Tartu, Estonia.
Lüngen, Harald, Claudia Kunze, Lothar Lemnitzer, and Angelika Storrer
2008 “Towards an Integrated OWL Model for Domain-Specific and General Language Wordnets.” In
Proceedings of the 4th Global Wordnet Conference (GWC-2008)
, 281–296, Szeged, Hungary.
2009“SKOS Simple Knowledge Organization System Reference.” In
W3C Recommendation
18 August. W3C Technical Reports Index.
Miller, George
1998 “Nouns in WordNet.” In WordNet – An Electronic Lexical Database, ed. by Christiane Fellbaum, 23–47. Cambridge, MA: The MIT Press.
Motschnig-Pitrik, Renate, and Jens Kaasboll
1999 “Part-Whole Relationship Categories and their Application in Object-Oriented Analysis.” Institute of Electrical and Electronics Engineers 11 (5): 779–797.
Mdivani Robert
2013“Creating a Multilingual Thesaurus for the Social Sciences. Linguistic and Intercultural Problems.”Scientific and Technical Information Processing. 40 (3): 137–141.
NISO
2005 “Guidelines for the Construction, Format and Management of Monolingual Thesauri.” ANSI/NISO Z39.19. Bethesda, MD: NISO Press.
Nase, Annemarie, and Robert Mdivani
1996 “Creating a multilingual thesaurus for the social sciences : linguistic and intercultural problems.” Social sciences in transition: social science information needs and provision in a changing Europe: proceedings of a European conference in Berlin, 349–356, Berlin, Germany.
Nazarenko, Adeline, and Haifa Zargayouna
2009 “Evaluating Term Extraction.” In
Proceedings of International Conference Recent Advances in Natural Language Processing (RANLP’09)
, 299–304, Hissar, Bulgaria.
2002 “The Reuters Corpus Volume 1 from Yesterday’s News to Tomorrow’s Language Resources.” In
Proceedings of the Language Resources and Evaluation Conference (LREC 2002)
, 827–832, Canary Islands, Spain.
Simons, Peter
1987Parts. A Study in Ontology. New York, NY: Oxford University Press.
Soergel, Dagobert, Boris Lauser, Anita Liang, Frehivot Fisseha, Johannes Keizer, and Stephen Katz
2004 “Reengineering Thesauri for New Applications: The AGROVOC Example.” Journal of Digital Information Article 4 (4). [URL]. Accessed 26 August 2015.
Sowa, John
2000Knowledge Representation: Logical, Philosophical, and Computational Foundations. Pacific Grove, CA: Brooks Cole Publishing Co.
United Nations
1976UNBIS Thesaurus, English edition. New York: Dag Hammarskjold Library of the United Nations.
United Nations
2009 “Guidelines for Analysis of UN documents and Publications.” UNBISnet–United Nations Dag Hammarskjöld Library ([URL]). Accessed 26 August 2015.
Varzi, Achille
2006 “Note on the Transitivity of Parthood.” Applied Ontology 1 (2): 141–146.
Weller, Marion, Anita Gojun, Ulrich Heid, Beatrice Daille, and Rima Harastani, R
2011 “Simple Methods for Dealing with Term Variation and Term Alignment.” In
Proceedings of the 9th International Conference on Terminology and Artificial Intelligence (TIA 2011)
, 87–93, Paris.
Will, Leonard
2004 “Thesaurus Consultancy.” In The Thesaurus: Review, Renaissance and Revision, ed. by Sandra K. Roe and Alan R. Thomas, 75–85. New York and London: Haworth.
Winston, Morton, Roger Chaffin, and Douglas Herrmann
Galieva, Alfiia, Olga Nevzorova & Yuliana Elezarova
2019. Russian-Tatar Sociopolitical Thesaurus: Basic Structural Correspondences Between the Languages. In Digital Transformation and Global Society [Communications in Computer and Information Science, 1038], ► pp. 683 ff.
Galieva, Alfiya, Alexander Kirillovich, Bulat Khakimov, Natalia Loukachevitch, Olga Nevzorova & Dzhavdet Suleymanov
2017. Proceedings of the International Conference IMS-2017, ► pp. 120 ff.
Lagutina, N. S., K. V. Lagutina, I. A. Shchitov & I. V. Paramonov
2019. Analysis of Influence of Different Relations Types on the Quality of Thesaurus Application to Text Classification Problems. Automatic Control and Computer Sciences 53:7 ► pp. 830 ff.
2017. 2017 21st Conference of Open Innovations Association (FRUCT), ► pp. 296 ff.
This list is based on CrossRef data as of 9 june 2024. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers.
Any errors therein should be reported to them.