Модели контекстно-управляемых систем поддержки принятия решений в динамических структурированных областях
Ключевые слова:
контекстно-управляемые системы поддержки принятия, динамические структурированные области, управление контекстом, разнородные информационные ресурсы, web-сервисы, онтологияАннотация
Анализируются известные подходы к описанию и формированию контекста в различных информационных средах. Предлагается двухуровневая модель управления контекстом для организации интеллектуальной поддержки принятия решений в динамических структурированных областях. Приводится модель описания ресурсов открытой информационной среды для моделирования текущей ситуации. Определена технологическая модель контекстно-управляемой системы интеллектуальной поддержки принятия решений.Литература
Brezillon P. Context dynamic and explanation in contextual graphs // Modeling and Using Context (CONTEXT-03. Lecture Notes in Artificial Intelligence. 2003. Vol. 2680. P. 94–106.
Гаврилова Т. А. Использование онтологий в системах управления знаниями [Электронный ресурс] / Бизнес Инжиниринг Групп: [сайт]. [2003]. URL: http://bigc.ru/publications/bigspb/km/use_ontology_in_suz.php (access date: 28.05.2009).
Berners-Lee T., Hendler J., Lassila O. The Semantic Web // Scientific American. 2001.Vol. 284, № 5. P. 34–43.
Gruber T. Ontology // Encyclopedia of Database Systems. Springer, 2009. To appear.
Ontology [Electronic resource] / Semantic Web: [site]. [2009]. URL: http://semanticweb.org/wiki/Ontology (access date: 28.05.2009).
Wiederhold G. An Algebra for Ontology Composition // Proc. 1994 Monterey Workshop on Formal Methods. U.S. Naval Postgraduate School, Monterey CA, 1994. P. 56–61.
Mitra P., Wiederhold G. An Ontology Composition Algebra // Handbook on Ontologies; eds. S. Staab, R. Studer. Berlin; Heidelberg; New York: Springer-Verlag, 2003. P. 93–113.
Firat A. Information Integration Using Contextual Knowledge and Ontology Merging [Electronic resource]: PhD Thesis: 27.08.03: defended Sep. 2003. MIT, 2003. 151 p. URL: http://www.mit.edu/~bgrosof/paps/phd-thesis-aykut-firat.pdf (access date: 29.05.2009).
Firat A., Madnick S., Grosof B. Contextual Alignment of Ontologies in the eCOIN Semantic Interoperability Framework // Information Technology and Management. 2007. Vol. 8, № 1. P. 47–63.
Hitzle P., Krotzsch M., Ehrig M., Sure Y. What Is Ontology Merging? A Category-Theoretical Perspective Using Pushouts // Proc. First Intern. Workshop on Contexts and Ontologies: Theory, Practice and Applications (C&0) held in conjunction with the 20th National Conf. on Artificial Intelligence (AAAI-05), Pittsburgh, Pennsylvania, 2005. AAAI Press, Menlo Park, California, 2005. P. 104–107.
Noy N. F., Musen M. A. Algorithm and Tool for Automated Ontology Merging and Alignment // Proc. Seventeenth National Conf. on Artificial Intelligence (AAAI-2000). USA, Austin, 2000. P. 450–455.
Richardson B., Mazlack L. J. Approximate Ontology Merging for the Semantic Web // Proc. 2004 IEEE Ann. Meet. NA Fuzzy Information Processing Society, 2004. Vol. 2; IEEE Cat. № 04TH8736. P. 641–646.
Stumme G., Maedche A. Ontology Merging for Federated Ontologies on the Semantic Web // Proc. Intern. Workshop for Foundations of Models for Information Integration (FMII-2001). Viterbo, Italy, 2001. P. 413–418.
Noy N. F., Musen M. A. The PROMPT Suite: Interactive Tools For Ontology Merging And Mapping // Intern. J. Human-Computer Studies. 2003. Vol. 59, № 6. P. 983–1024.
OpenCyc.org. [Electronic resource] / Cycorp, Inc.: [site]. [2001—2009]. URL: http://opencyc.org/ (access date: 24.06.2009).
Lenat D. B. Cyc: A Large-Scale Investment in Knowledge Infrastructure // Communications of the ACM. 1995. Vol. 38, № 11. P. 33–38.
Kahlert B. R. C., Sullivan J. Microtheories [Electronic resource] // First Intern. Workshop Ontology Based Modeling in the Humanities”. Germany, University of Hamburg, 2006. URL: http://clio-knows.sourceforge.net/Microtheories-v2.pdf (access date: 21.05.2009).
Masters J. Structured Knowledge Source Integration and its Applications to Information Fusion [Electronic resource] // Proc. Fifth Intern. Conf. on Information Fusion, USA, Annapolis, 2002. P. 1340–1346. URL: http://www.cyc.com/doc/white_papers/fusion2002.pdf (access date: 25.05.2009).
Попов Э. В. Экспертные системы. М.: Наука. 1987. 288 с.
Искусственный интеллект. В 3-х кн. Кн. 2. Модели и методы: справочник. М.: Радио и связь, 1990. 304 c.
Riedl R. Knowledge Management for Interstate E-Government [Electronic resource] // Proc. Workshop on Distributed Knowledge and e-Government, Siena, Italy, 2001. URL: http://www.ifi.unizh.ch/egov/Sienanew.pdf (access date: 24.06.2009).
Смирнов А. В. и др. Формирование контекста задачи для интеллектуальной поддержки принятия решений // Фундаментальные основы информационных технологий и систем: сб. науч. тр. / Ин-т системного анализа Рос. акад. наук. М.: ИСА РАН. 2004. Т. 9. С. 125–138.
Smirnov A. et. al. Ontology-Driven Knowledge Logistics Approach as Constraint Satisfaction Problem // On the Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE. Proc. Intern. Conf. on Ontologies, Databases and Applications of Semantics Information Reuse and Integration (ODBASE’2003), 2003. Catania, Sicily, Italy.. Lecture Notes in Computer Science. Vol. 2888. P. 635–652.
Levashova T., Lundqvist M., Pashkin M. Provision of Context-Sensitive Enterprise Knowledge for Decision Support: An Approach Based on Enterprise Models and Information Demand Contexts // Proc. 9th Intern. Conf. on Enterprise Information Systems (ICEIS 2007), Funchal, Madeira, Portugal, 2007. Vol. AIDSS. P. 88–93.
Левашова Т. В. Модель контекста в системах интеллектуальной поддержки принятия решений // Поддержка принятия решений: сб. науч. тр. / Ин-т системного анализа РАН. Т. 35. М., 2008. С. 33–42.
Ajenstat J., Padovitz A., Zaslavsky A., Loke S. W. Modeling and Adapting to Context Changes: Case of Stock Market Decision Making [Electronic resource] // Proc. Workshop on Context Modeling and Decision Support held in conjunction with the Fifth Intern. and Interdisciplinary Conf. on Modeling and Using Context. Paris, France, 2005. CEUR Workshop Proc. URL: http://ftp.informatik.rwth-aachen.de/Publications/CEUR- WS/Vol-144/06_ajenstat.pdf (access date: 03.04.2009).
Lyons J. Linguistic Semantics: an Introduction. Cambridge University Press, 1995. 376 p.
Brezillon P. Context in Problem Solving: a Survey // The Knowledge Engineering Review. 1999. Vol. 14, № 1. P. 1–34.
Brezillon P. Context in Artificial Intelligence: I. A Survey of the Literature // Computer & Artificial Intelligence. 1999. Vol. 18, № 4. P. 321–340.
Brezillon P. Context in Artificial Intelligence: II. Key Elements of Contexts // Computer & Artificial Intelligence. 1999. Vol. 18, № 5. P. 425–446.
Wiederhold G. Jannink J. Composing Diverse Ontologies [Electronic resource]: Tech.Rep., Stanford: Stanford University, USA. 1998. URL: http://www.db.stanford.edu/SKC/publications/ifip99.html (access date: 24.06.2009).
Shahar Y. Dynamic Temporal Interpretation Contexts for Temporal Abstraction // Annals of Mathematics and Artificial Intelligence. 1998. № 22. P. 159–192.
Dey A.K., Salber D., Abowd G. D. A Conceptual Framework and a Toolkit for Supporting the Rapid Prototyping of Context-Aware Applications [Electronic resource] // Context-Aware Computing. A Spec. Triple Issue of Human-Computer Interaction. Vol. 16. Lawrence-Erlbaum, 2001. URL: http://www.cc.gatech.edu/fce/ctk/pubs/HCIJ16.pdf (access date: 24.06.09).
Winograd T. Architectures for Context // Human-Computer Interaction. 2001. Vol. 16. P. 2–3.
Brezillon P., Cavalcanti M. Modeling and Using Context: Rep. on the First Intern. and Interdisciplinary Conf. CONTEXT-97 // The Knowledge Engineer Review. 1997. Vol. 12, № 4. P. 1–10.
Motschnig-Pitrik R. Contexts as Means to Decompose Information Bases and Represent Relativized Information [Electronic resource] // Proc. CHI2000 Workshop on The What, Who, Where, When, Why, and How of Context Awareness // The Hague, The Netherlands, 2000. URL: ftp://ftp.cc.gatech.edu/pub/gvu/tr/2000/00-18n.pdf (access date: 24.06.2009).
Dey A. K. Understanding and Using Context // Personal and Ubiquitous Computing J. 2001. Vol. 5, № 1. P. 4–7.
Pomerol J.-Ch., Brezillon P. About Some Relationships between Knowledge and Context // Modeling and Using Context (CONTEXT-01), Dundee, Scotland, 2001. Lecture Notes in Computer Science, Springer Verlag. 2001. P. 461–464.
Brezillon P. Context-based Modelling of Procedures and Practices in Business Environments [Electronic resource] // Rep. 2 COCONET Workshop Roadmap Elaboration and Construction // Finland, Helsinki-Espoo, 2002. URL: https://doc.telin.nl/dscgi/ds.py/Get/File-28084/COCONET_D3.2_Report_of_Workshop_2.pdf (access date: 24.06.2009).
Pomerol J.-Ch., Brezillon P. Context proceduralization in decision making // Modeling and Using Context (CONTEXT-03). Lecture Notes in Artificial Intelligence. 2003. Vol. 2680. P. 491–498.
Ozturk P. Aamodt A. A Context Model for Knowledge-Intensive Case-Based Reasoning // Intern. J. Human-Computer Studies. Spec. Issue on Using Context in Applications. 1998. Vol. 48, № 3. P. 331–355.
Tiberghien G. Context and cognition: Introduction // Cahier de Psychologie Cognitive. 1986. Vol. 6, № 2. P. 105–119.
Barrett K., Power R. State of Art Surveys [Electronic resource]: M-Zones Deliverable No. 1, Release 2. Cork Institute of Technology; Trinity College Dublin; Waterford Institute of Technology. Deliverable 1.1. 2003. URL: http://www.mzones.org/deliverables/d1_1/d1_1-final-consolidated.pdf (access date: 08.06.2009).
Gwizdka J. What's in the context? [Electronic resource] // Proc. CHI2000 Workshop on The What, Who, Where, When, Why, and How of Context Awareness // The Hague, The Netherlands. 2000. URL: ftp://ftp.cc.gatech.edu/pub/gvu/tr/2000/00-18e.pdf (access date: 24.06.2009).
Ebling M. R., Hunt G. D. H., Lei H. Issues for Context Services for Pervasive Computing [Electronic resource] // Proc. Workshop on Middleware for Mobile Computing, Heidelberg, Germany, 2001. URL: http://www.cs.arizona.edu/mmc/13 Ebling.pdf (access date: 24.06.2009).
Ranganathan A., Lei H. Context-Aware Communication // Computer. 2003. № 4. P. 90–92.
Rakotonirainy A., Loke S., Fitzpatrick G. Context-Awareness for the Mobile Environment [Electronic resource]: position paper for CHI2000 Workshop on The What, Who, Where, When, Why, and How of Context Awareness // The Hague, The Netherlands, 2000. URL: http://goanna.cs.rmit.edu.au/~swloke/writings/context-andry.ps (access date: 08.06.2009).
McCarthy J. Notes on Formalizing Context // Proc. Intern. Joint Conf. on Artificial Intelligence, Chambery, France, 1993. Vol. 1. Morgan Kaufmann, 1993. P. 555–560.
What is Cyc? [Electronic resource] / Cycorp, Inc.: [site]. [2002–2009]. URL: http://www.cyc.com/cyc/technology/whatiscyc (access date: 21.05.09).
Protege [Electronic resource] / USA, Stanford Center for Biomedical Informatics Research: [site]. [2009]. URL: http://protege.stanford.edu/ (access date: 28.05.2009).
Pincus Z., Musen M. Contextualizing Heterogeneous Data for Integration and Inference // AMIA Ann. Symp. Proc. 2003. P. 514–518.
Гаврилова Т. А. Использование онтологий в системах управления знаниями [Электронный ресурс] / Бизнес Инжиниринг Групп: [сайт]. [2003]. URL: http://bigc.ru/publications/bigspb/km/use_ontology_in_suz.php (access date: 28.05.2009).
Berners-Lee T., Hendler J., Lassila O. The Semantic Web // Scientific American. 2001.Vol. 284, № 5. P. 34–43.
Gruber T. Ontology // Encyclopedia of Database Systems. Springer, 2009. To appear.
Ontology [Electronic resource] / Semantic Web: [site]. [2009]. URL: http://semanticweb.org/wiki/Ontology (access date: 28.05.2009).
Wiederhold G. An Algebra for Ontology Composition // Proc. 1994 Monterey Workshop on Formal Methods. U.S. Naval Postgraduate School, Monterey CA, 1994. P. 56–61.
Mitra P., Wiederhold G. An Ontology Composition Algebra // Handbook on Ontologies; eds. S. Staab, R. Studer. Berlin; Heidelberg; New York: Springer-Verlag, 2003. P. 93–113.
Firat A. Information Integration Using Contextual Knowledge and Ontology Merging [Electronic resource]: PhD Thesis: 27.08.03: defended Sep. 2003. MIT, 2003. 151 p. URL: http://www.mit.edu/~bgrosof/paps/phd-thesis-aykut-firat.pdf (access date: 29.05.2009).
Firat A., Madnick S., Grosof B. Contextual Alignment of Ontologies in the eCOIN Semantic Interoperability Framework // Information Technology and Management. 2007. Vol. 8, № 1. P. 47–63.
Hitzle P., Krotzsch M., Ehrig M., Sure Y. What Is Ontology Merging? A Category-Theoretical Perspective Using Pushouts // Proc. First Intern. Workshop on Contexts and Ontologies: Theory, Practice and Applications (C&0) held in conjunction with the 20th National Conf. on Artificial Intelligence (AAAI-05), Pittsburgh, Pennsylvania, 2005. AAAI Press, Menlo Park, California, 2005. P. 104–107.
Noy N. F., Musen M. A. Algorithm and Tool for Automated Ontology Merging and Alignment // Proc. Seventeenth National Conf. on Artificial Intelligence (AAAI-2000). USA, Austin, 2000. P. 450–455.
Richardson B., Mazlack L. J. Approximate Ontology Merging for the Semantic Web // Proc. 2004 IEEE Ann. Meet. NA Fuzzy Information Processing Society, 2004. Vol. 2; IEEE Cat. № 04TH8736. P. 641–646.
Stumme G., Maedche A. Ontology Merging for Federated Ontologies on the Semantic Web // Proc. Intern. Workshop for Foundations of Models for Information Integration (FMII-2001). Viterbo, Italy, 2001. P. 413–418.
Noy N. F., Musen M. A. The PROMPT Suite: Interactive Tools For Ontology Merging And Mapping // Intern. J. Human-Computer Studies. 2003. Vol. 59, № 6. P. 983–1024.
OpenCyc.org. [Electronic resource] / Cycorp, Inc.: [site]. [2001—2009]. URL: http://opencyc.org/ (access date: 24.06.2009).
Lenat D. B. Cyc: A Large-Scale Investment in Knowledge Infrastructure // Communications of the ACM. 1995. Vol. 38, № 11. P. 33–38.
Kahlert B. R. C., Sullivan J. Microtheories [Electronic resource] // First Intern. Workshop Ontology Based Modeling in the Humanities”. Germany, University of Hamburg, 2006. URL: http://clio-knows.sourceforge.net/Microtheories-v2.pdf (access date: 21.05.2009).
Masters J. Structured Knowledge Source Integration and its Applications to Information Fusion [Electronic resource] // Proc. Fifth Intern. Conf. on Information Fusion, USA, Annapolis, 2002. P. 1340–1346. URL: http://www.cyc.com/doc/white_papers/fusion2002.pdf (access date: 25.05.2009).
Попов Э. В. Экспертные системы. М.: Наука. 1987. 288 с.
Искусственный интеллект. В 3-х кн. Кн. 2. Модели и методы: справочник. М.: Радио и связь, 1990. 304 c.
Riedl R. Knowledge Management for Interstate E-Government [Electronic resource] // Proc. Workshop on Distributed Knowledge and e-Government, Siena, Italy, 2001. URL: http://www.ifi.unizh.ch/egov/Sienanew.pdf (access date: 24.06.2009).
Смирнов А. В. и др. Формирование контекста задачи для интеллектуальной поддержки принятия решений // Фундаментальные основы информационных технологий и систем: сб. науч. тр. / Ин-т системного анализа Рос. акад. наук. М.: ИСА РАН. 2004. Т. 9. С. 125–138.
Smirnov A. et. al. Ontology-Driven Knowledge Logistics Approach as Constraint Satisfaction Problem // On the Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE. Proc. Intern. Conf. on Ontologies, Databases and Applications of Semantics Information Reuse and Integration (ODBASE’2003), 2003. Catania, Sicily, Italy.. Lecture Notes in Computer Science. Vol. 2888. P. 635–652.
Levashova T., Lundqvist M., Pashkin M. Provision of Context-Sensitive Enterprise Knowledge for Decision Support: An Approach Based on Enterprise Models and Information Demand Contexts // Proc. 9th Intern. Conf. on Enterprise Information Systems (ICEIS 2007), Funchal, Madeira, Portugal, 2007. Vol. AIDSS. P. 88–93.
Левашова Т. В. Модель контекста в системах интеллектуальной поддержки принятия решений // Поддержка принятия решений: сб. науч. тр. / Ин-т системного анализа РАН. Т. 35. М., 2008. С. 33–42.
Ajenstat J., Padovitz A., Zaslavsky A., Loke S. W. Modeling and Adapting to Context Changes: Case of Stock Market Decision Making [Electronic resource] // Proc. Workshop on Context Modeling and Decision Support held in conjunction with the Fifth Intern. and Interdisciplinary Conf. on Modeling and Using Context. Paris, France, 2005. CEUR Workshop Proc. URL: http://ftp.informatik.rwth-aachen.de/Publications/CEUR- WS/Vol-144/06_ajenstat.pdf (access date: 03.04.2009).
Lyons J. Linguistic Semantics: an Introduction. Cambridge University Press, 1995. 376 p.
Brezillon P. Context in Problem Solving: a Survey // The Knowledge Engineering Review. 1999. Vol. 14, № 1. P. 1–34.
Brezillon P. Context in Artificial Intelligence: I. A Survey of the Literature // Computer & Artificial Intelligence. 1999. Vol. 18, № 4. P. 321–340.
Brezillon P. Context in Artificial Intelligence: II. Key Elements of Contexts // Computer & Artificial Intelligence. 1999. Vol. 18, № 5. P. 425–446.
Wiederhold G. Jannink J. Composing Diverse Ontologies [Electronic resource]: Tech.Rep., Stanford: Stanford University, USA. 1998. URL: http://www.db.stanford.edu/SKC/publications/ifip99.html (access date: 24.06.2009).
Shahar Y. Dynamic Temporal Interpretation Contexts for Temporal Abstraction // Annals of Mathematics and Artificial Intelligence. 1998. № 22. P. 159–192.
Dey A.K., Salber D., Abowd G. D. A Conceptual Framework and a Toolkit for Supporting the Rapid Prototyping of Context-Aware Applications [Electronic resource] // Context-Aware Computing. A Spec. Triple Issue of Human-Computer Interaction. Vol. 16. Lawrence-Erlbaum, 2001. URL: http://www.cc.gatech.edu/fce/ctk/pubs/HCIJ16.pdf (access date: 24.06.09).
Winograd T. Architectures for Context // Human-Computer Interaction. 2001. Vol. 16. P. 2–3.
Brezillon P., Cavalcanti M. Modeling and Using Context: Rep. on the First Intern. and Interdisciplinary Conf. CONTEXT-97 // The Knowledge Engineer Review. 1997. Vol. 12, № 4. P. 1–10.
Motschnig-Pitrik R. Contexts as Means to Decompose Information Bases and Represent Relativized Information [Electronic resource] // Proc. CHI2000 Workshop on The What, Who, Where, When, Why, and How of Context Awareness // The Hague, The Netherlands, 2000. URL: ftp://ftp.cc.gatech.edu/pub/gvu/tr/2000/00-18n.pdf (access date: 24.06.2009).
Dey A. K. Understanding and Using Context // Personal and Ubiquitous Computing J. 2001. Vol. 5, № 1. P. 4–7.
Pomerol J.-Ch., Brezillon P. About Some Relationships between Knowledge and Context // Modeling and Using Context (CONTEXT-01), Dundee, Scotland, 2001. Lecture Notes in Computer Science, Springer Verlag. 2001. P. 461–464.
Brezillon P. Context-based Modelling of Procedures and Practices in Business Environments [Electronic resource] // Rep. 2 COCONET Workshop Roadmap Elaboration and Construction // Finland, Helsinki-Espoo, 2002. URL: https://doc.telin.nl/dscgi/ds.py/Get/File-28084/COCONET_D3.2_Report_of_Workshop_2.pdf (access date: 24.06.2009).
Pomerol J.-Ch., Brezillon P. Context proceduralization in decision making // Modeling and Using Context (CONTEXT-03). Lecture Notes in Artificial Intelligence. 2003. Vol. 2680. P. 491–498.
Ozturk P. Aamodt A. A Context Model for Knowledge-Intensive Case-Based Reasoning // Intern. J. Human-Computer Studies. Spec. Issue on Using Context in Applications. 1998. Vol. 48, № 3. P. 331–355.
Tiberghien G. Context and cognition: Introduction // Cahier de Psychologie Cognitive. 1986. Vol. 6, № 2. P. 105–119.
Barrett K., Power R. State of Art Surveys [Electronic resource]: M-Zones Deliverable No. 1, Release 2. Cork Institute of Technology; Trinity College Dublin; Waterford Institute of Technology. Deliverable 1.1. 2003. URL: http://www.mzones.org/deliverables/d1_1/d1_1-final-consolidated.pdf (access date: 08.06.2009).
Gwizdka J. What's in the context? [Electronic resource] // Proc. CHI2000 Workshop on The What, Who, Where, When, Why, and How of Context Awareness // The Hague, The Netherlands. 2000. URL: ftp://ftp.cc.gatech.edu/pub/gvu/tr/2000/00-18e.pdf (access date: 24.06.2009).
Ebling M. R., Hunt G. D. H., Lei H. Issues for Context Services for Pervasive Computing [Electronic resource] // Proc. Workshop on Middleware for Mobile Computing, Heidelberg, Germany, 2001. URL: http://www.cs.arizona.edu/mmc/13 Ebling.pdf (access date: 24.06.2009).
Ranganathan A., Lei H. Context-Aware Communication // Computer. 2003. № 4. P. 90–92.
Rakotonirainy A., Loke S., Fitzpatrick G. Context-Awareness for the Mobile Environment [Electronic resource]: position paper for CHI2000 Workshop on The What, Who, Where, When, Why, and How of Context Awareness // The Hague, The Netherlands, 2000. URL: http://goanna.cs.rmit.edu.au/~swloke/writings/context-andry.ps (access date: 08.06.2009).
McCarthy J. Notes on Formalizing Context // Proc. Intern. Joint Conf. on Artificial Intelligence, Chambery, France, 1993. Vol. 1. Morgan Kaufmann, 1993. P. 555–560.
What is Cyc? [Electronic resource] / Cycorp, Inc.: [site]. [2002–2009]. URL: http://www.cyc.com/cyc/technology/whatiscyc (access date: 21.05.09).
Protege [Electronic resource] / USA, Stanford Center for Biomedical Informatics Research: [site]. [2009]. URL: http://protege.stanford.edu/ (access date: 28.05.2009).
Pincus Z., Musen M. Contextualizing Heterogeneous Data for Integration and Inference // AMIA Ann. Symp. Proc. 2003. P. 514–518.
Опубликован
2009-06-01
Как цитировать
Смирнов, А. В., Левашова, Т. В., & Пашкин, М. П. (2009). Модели контекстно-управляемых систем поддержки принятия решений в динамических структурированных областях. Труды СПИИРАН, (9), 116-147. https://doi.org/10.15622/sp.9.5
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Статьи
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