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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
Koyama, Masafumi; Morita, Kazuhiro; Fuketa, Masao; Aoe, Jun-Ichi – Information Processing & Management, 1998
Presents a faster method for determining hierarchical relationships in information retrieval by using trie structures instead of a linear storage of a concept code. Highlights include case structures, a knowledge representation for natural-language understanding with semantic constraints; a compression algorithm of tries; and evaluation.…
Descriptors: Algorithms, Evaluation Methods, Information Retrieval, Knowledge Representation
Peer reviewed Peer reviewed
Atlam, El-Sayed; Morita, K.; Fuketa, M.; Aoe, Jun-ichi – Information Processing & Management, 2002
Discusses automatic document classification and document retrieval systems and presents a strategy for building a morphological machine dictionary of English that infers meaning of derivations by considering morphological affixes and their semantic classification. Proposes a method for selecting compound field association terms from a large pool…
Descriptors: Classification, Documentation, Information Retrieval, Knowledge Representation
Peer reviewed Peer reviewed
Caid, William R.; And Others – Information Processing & Management, 1995
The Latent Semantic Indexing and MatchPlus systems examine similar contexts in which words appear and create representational models that capture the similarity of meaning of terms and then use the representation for retrieval. Text Retrieval Conference experiments using these systems demonstrate the computational feasibility of using…
Descriptors: Automatic Indexing, Computation, Conferences, Context Effect
Peer reviewed Peer reviewed
Belkin, N. J.; And Others – Information Processing & Management, 1995
Reports on two studies in the second Text Retrieval Conference (TREC-2) program that investigated the effect on retrieval performance of combination of multiple representations of TREC topics. Six methods of query combinations and the combination of the same queries on different databases are examined. Results show that combining evidence from…
Descriptors: Case Studies, Databases, Improvement, Information Retrieval
Peer reviewed Peer reviewed
Rousseau, Ronald – Information Processing & Management, 1998
Demonstrates that if the similarity function of a retrieval system leads to a (pseudo-) metric, the retrieval, similarity and Everett-Cater metric topology coincide and are different from the discrete topology; this is the case if documents are represented by lists, using the Jaccard similarity measure. The corresponding metric is the…
Descriptors: Computer System Design, Document Delivery, Information Retrieval, Information Seeking
Peer reviewed Peer reviewed
Raggad, Bel Gacem – Information Processing & Management, 1996
A consultation quality control model (CQCM) developed for an expert system (ES) integrated both ES performance measures and end-user judgment values. Simple decision theory concepts were used to design the CQCM. Results show end users belong to different categories characterized by utility functions and the weights they assign to ES consultation…
Descriptors: Computer System Design, Decision Making, Expert Systems, Information Processing
Peer reviewed Peer reviewed
Losee, Robert M. – Information Processing & Management, 2001
Increasing information retrieval performance using phrases and part-of-speech (POS) information is one example of a type of decision-making performance that is improved when using this linguistic information. The relative effectiveness of using multi-term phrases as opposed to individual terms is shown, as well as the relative worth of POS tagged…
Descriptors: Decision Making, Form Classes (Languages), Improvement, Information Retrieval