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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

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

Kekalalainen, Jaana; Jarvelin, Kalervo – Journal of the American Society for Information Science and Technology, 2002
Proposes evaluation methods based on the use of nondichotomous relevance judgements in information retrieval (IR) experiments. Argues that evaluation methods should credit IR methods for their ability to retrieve highly relevant documents. This is desirable from the user point of view in modern large IR environments. (Author/AEF)
Descriptors: Evaluation Criteria, Evaluation Methods, Information Retrieval, Information Seeking

Lehtokangas, Raija; Jarvelin, Kalervo – Journal of Documentation, 2001
Investigates the consistency of different newspapers in their choice of words when writing about the same news events based on a study of three Finnish newspapers. Concludes that expression inconsistency is a sign of a retrieval problem and that query expansion based on semantic relationships can significantly improve retrieval performance on free…
Descriptors: Foreign Countries, Information Retrieval, Newspapers, Reliability

Niemi, Timo; Jarvelin, Kalervo – Information Processing and Management, 1992
Discusses deductive databases and database management systems (DBMS) and introduces a framework for advanced query formulation for end users. Recursive processing is described, a sample extensional database is presented, query types are explained, and criteria for advanced query formulation from the end user's viewpoint are examined. (31…
Descriptors: Criteria, Database Management Systems, Databases, Information Retrieval

Pirkola, Ari; Puolamaki, Deniz; Jarvelin, Kalervo – Information Processing & Management, 2003
Explores ways to apply query structuring in cross-language information retrieval. Tested were: English queries translated into Finnish using an electronic dictionary, and run in a Finnish newspaper databases; effects of compound-based structuring using a proximity operator for translation equivalents of query language compound components; and a…
Descriptors: English, Finnish, Information Retrieval, Information Seeking

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

Hedlund, Turid; Pirkola, Ari; Jarvelin, Kalervo – Information Processing & Management, 2001
Analyzes features of the Swedish language from the viewpoint of mono-and cross-language information retrieval. Results of a comparative study that tested the degree of lexical ambiguity in Swedish, Finnish, and English suggest that part-of-speech tagging might be useful in Swedish information retrieval due to the high frequency of homographic…
Descriptors: Comparative Analysis, English, Finnish, Form Classes (Languages)

Pirkola, Ari; Jarvelin, Kalervo – Information Processing & Management, 1996
Using a newspaper article database, this study analyzed the effects of ellipsis and anaphor resolution on proximity searching in a full-text database; 154 keyword pairs in different categories were created. Findings indicate that some resolution method might be developed only for proper name phrases to support keyword-based full-text information…
Descriptors: Case Studies, Full Text Databases, Information Retrieval, Newspapers

Jarvelin, Kalervo; Vakkari, Pertti – Information Processing and Management, 1993
This content analysis of library and information science (LIS) research from 1965 to 1985 was conducted to determine the distribution of topics in research articles and the research methodologies that have been used. Results indicated that information storage and retrieval was the most popular topic and that empirical strategies predominated. (20…
Descriptors: Content Analysis, Information Retrieval, Information Science, Information Storage

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

Niemi, Timo; Jarvelin, Kalervo – Information Processing & Management, 1995
Discusses a user interface that simplifies NF Squared (non-first-normal-form) relational query formulation in which query specification remains compact and straightforward. This interface allows for nesting and general hierarchical structures and restructuring which provides for more effective retrieval and query formulation. (Author/JKP)
Descriptors: Computer Interfaces, Computer Software Development, Computer System Design, Information Processing

Pirkola, Ari; Jarvelin, Kalervo – Journal of the American Society for Information Science and Technology, 2001
The resolution power of a key is its ability, in the context of other keys for a given request, to increase query performance. This article studies the statistical properties of search keys, methods of characterizing the resolution power of keys automatically, and effects keys of varying resolution power have on retrieval effectiveness. (AEF)
Descriptors: Access to Information, Databases, Document Delivery, Information Retrieval

Bystrom, Katriina; Jarvelin, Kalervo – Information Processing & Management, 1995
The relationships of task complexity, necessary information types, information channels and sources are analyzed at the task level on the basis of a qualitative investigation. Data were collected in a public administration setting, and the findings indicate systematic and logical relationships among the factors analyzed. (54 references)…
Descriptors: Information Needs, Information Processing, Information Retrieval, Information Seeking