A Description Logic Model for Querying Knowledge Bases for Structured Documents

Structure is an important characteristic of documents. In the document management community it has been realized that there is a need for querying and retrieval of documents based on the structure of the documents. In this paper we propose a knowledge-based system for representation and retrieval of documents. The model on which the system is based is an extension of the description logic model of information retrieval. We discuss the advantages of our model and we show how our model can cope with many of the desirable queries involving the structure of documents.

[1]  Fabrizio Sebastiani,et al.  A probabilistic terminological logic for modelling information retrieval , 1994, SIGIR '94.

[2]  N. Shahmehri,et al.  Towards creating a knowledge base for World-Wide Web documents , 1997, Proceedings Intelligent Information Systems. IIS'97.

[3]  Forbes J. Burkowski Retrieval activities in a database consisting of heterogeneous collections of structured text , 1992, SIGIR '92.

[4]  Umberto Straccia,et al.  A model of information retrieval based on a terminological logic , 1993, SIGIR.

[5]  Nicola Guarino,et al.  Dwq : Esprit Long Term Research Project, No 22469 Part-whole Relations in Object-centered Systems: an Overview Part-whole Relations in Object-centered Systems: an Overview , 2022 .

[6]  Ian A. Macleod A Query Language for Retrieving Information from Hierarchic Text Structures , 1991, Comput. J..

[7]  Charles F. Goldfarb,et al.  SGML handbook , 1990 .

[8]  Michael McGill,et al.  Introduction to Modern Information Retrieval , 1983 .

[9]  Lin Padgham,et al.  A Framework for Part-of Hierarchies in Terminological Logics , 1994, KR.

[10]  P.H.W.M. Speel,et al.  Classic extended with whole-part relations , 1994 .

[11]  Elisa Bertino,et al.  Query processing in a multimedia document system , 1988, TOIS.

[12]  Deborah L. McGuinness,et al.  CLASSIC: a structural data model for objects , 1989, SIGMOD '89.

[13]  Ulrike Sattler,et al.  A Concept Language for an engineering application with part--whole relations , 1995 .

[14]  Frank Wm. Tompa,et al.  Text / Relational Database Management Systems: Harmonizing SQL and SGML , 1994, ADB.

[15]  Y. Jang,et al.  KOLA: KNOWLEDGE ORGANIZATION LANGUAGE , 1988 .

[16]  James A. Thom,et al.  The ELF Data Model and SCGL Query Language for Structured Document Databases , 1995, Australasian Database Conference.

[17]  Heikki Mannila,et al.  Retrieval from hierarchical texts by partial patterns , 1993, SIGIR.

[18]  Serge Abiteboul,et al.  From structured documents to novel query facilities , 1994, SIGMOD '94.

[19]  Ron Sacks-Davis,et al.  Database Systems for Structured Documents , 1995, IEICE Trans. Inf. Syst..