Concept-Based Retrieval using Controlled Natural Language

We present a method for retrieving concepts from web search queries and from candidate documents on the web, to help determine which of these documents are semantically (rather than simply key-word wise) related to the query. Our method combines hypothetical reasoning, which we use both for natural language analysis and for concept extraction, and domain-oriented taxonomies of concepts to guide the system's reasoning.

[1]  Brian A. Davey,et al.  An Introduction to Lattices and Order , 1989 .

[2]  Paul Tarau,et al.  Controlling Virtual Worlds Through Extensible Natural Language , 1997 .

[3]  Paul Tarau,et al.  Resolving co-speci cation in contexts , 1995 .

[4]  David Eichmann,et al.  The RBSE spider — Balancing effective search against Web load , 1994, WWW Spring 1994.

[5]  Jiawei Han,et al.  Data-Driven Discovery of Quantitative Rules in Relational Databases , 1993, IEEE Trans. Knowl. Data Eng..

[6]  Gerard Ellis,et al.  Efficient Retrieval from Hierarchies of Objects using Lattice Operations , 1993, ICCS.

[7]  Martijn Koster,et al.  ALIWEB - Archie-like Indexing in the WEB , 1994, Comput. Networks ISDN Syst..

[8]  Jiawei Han,et al.  Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment , 1995, KDD.

[9]  Abraham Silberschatz,et al.  A Multi-Resolution Relational Data Model , 1992, VLDB.

[10]  Veronica Dahl Incomplete types for logic databases , 1991 .

[11]  Oliver A. McBryan,et al.  GENVL and WWWW: Tools for taming the Web , 1994, WWW Spring 1994.

[12]  Andrew Fall Sparse Term Encoding for Dynamic Taxonomies , 1996, ICCS.

[13]  Verónica Dahl,et al.  A hypothetical reasoning based framework for NL processing , 1996, Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence.

[14]  Nicholas Asher,et al.  Reference to abstract objects in discourse , 1993, Studies in linguistics and philosophy.

[15]  Jiawei Han,et al.  Resource and Knowledge Discovery in Global Information Systems: A Scalable Multiple Layered Database Approach , 1995 .

[16]  Patrick Lincoln,et al.  Efficient implementation of lattice operations , 1989, TOPL.

[17]  Verónica Dahl,et al.  Assumption Grammars for Processing Natural Language , 1997, ICLP.

[18]  Jiawei Han,et al.  Cooperative Query Answering Using Multiple Layered Databases , 1994, CoopIS.

[19]  Verónica Dahl,et al.  On-Une Resource Discovery Using Natural Language , 1997, RIAO.

[20]  Peter B. Danzig,et al.  Harvest: A Scalable, Customizable Discovery and Access System , 1994 .