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Peer reviewed Peer reviewed
Sormunen, Eero; Kekalainen, Jaana; Koivisto, Jussi; Jarvelin, Kalervo – Journal of Documentation, 2001
Presents a new concept-based method to analyze the text characteristics of documents at varying relevance levels. Applies the results of the document analysis in an experiment on query expansion in a probabilistic information retrieval system and investigates statistical differences in textual characteristics of highly relevant and less relevant…
Descriptors: Information Retrieval, Relevance (Information Retrieval), Statistical Analysis
Peer reviewed Peer reviewed
Jarvelin, Kalervo; Niemi, Timo – Information Processing & Management, 1999
Shows that in advanced information-retrieval applications capabilities for data aggregation, transitive computation and non-first normal-form relational computation are often necessary at the same time. Topics include complex objects; advanced data models; query languages; query formulation; knowledge representation; and query-language syntax.…
Descriptors: Information Retrieval, Knowledge Representation, Syntax
Peer reviewed Peer reviewed
Jarvelin, Kalervo; Niemi, Timo – Journal of the American Society for Information Science, 1993
Shows how deductive data management techniques can be applied to the utilization of data value classifications in information retrieval. A representation of classifications which supports transitive computation is defined, and an operation-oriented deductive query language tailored for classification-based deductive information retrieval in fact…
Descriptors: Classification, Database Management Systems, Databases, Deduction
Peer reviewed Peer reviewed
Jarvelin, Kalervo; Ingwersen, Peter; Niemi, Timo – Journal of Documentation, 2000
Presents a user-oriented interface for generalized informetric analysis and demonstrates how informetric calculations can be specified through advanced data modeling techniques. Topics include bibliographic data; online information retrieval systems; citation networks; query interface; impact factors; data restructuring; and multi-level…
Descriptors: Bibliographic Databases, Citation Analysis, Computer Interfaces, Data Processing