WordNet
MIT Press (Verlag)
978-0-262-06197-1 (ISBN)
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WordNet, an electronic lexical database, is considered to be the most important resource available to researchers in computational linguistics, text analysis, and many related areas. Its design is inspired by current psycholinguistic and computational theories of human lexical memory. English nouns, verbs, adjectives, and adverbs are organized into synonym sets, each representing one underlying lexicalized concept. Different relations link the synonym sets.The purpose of this volume is twofold. First, it discusses the design of WordNet and the theoretical motivations behind it. Second, it provides a survey of representative applications, including word sense identification, information retrieval, selectional preferences of verbs, and lexical chains.
Contributors
Reem Al-Halimi, Robert C. Berwick, J. F. M. Burg, Martin Chodorow, Christiane Fellbaum, Joachim Grabowski, Sanda Harabagiu, Marti A. Hearst, Graeme Hirst, Douglas A. Jones, Rick Kazman, Karen T. Kohl, Shari Landes, Claudia Leacock, George A. Miller, Katherine J. Miller, Dan Moldovan, Naoyuki Nomura, Uta Priss, Philip Resnik, David St-Onge, Randee Tengi, Reind P. van de Riet, Ellen Voorhees
Part 1 The lexical database: nouns in WordNet, George A. Miller; modifiers in WordNet, Katherine J. Miller; a semantic network of English verbs, Christiane Fellbaum; design and implementation of the WordNet lexical database and searching software, Randee I. Tengi. Part 2: automated discovery of WordNet relations, Marti A. Hearst; representing verb alterations in WordNet, Karen T. Kohl et al; the formalization of WordNet by methods of relational concept analysis, Uta E. Priss. Part 3 Applications of WordNet: building semantic concordances, Shari Landes et al; performance and confidence in a semantic annotation task, Christiane Fellbaum et al; WordNet and class-based probabilities, Philip Resnik; combining local context and WordNet similarity for word sense identification, Claudia Leacock and Martin Chodorow; using WordNet for text retrieval, Ellen M. Voorhees; lexical chains as representations of context for the detection and correction of malapropisms, Graeme Hirst and David St-Onge; temporal indexing through lexical chaining, Reem Al-Halimi and Rick Kazman; COLOR-X - using knowledge from WordNet for conceptual modelling, J.F.M. Burg and R.P. van de Riet; knowledge processing on an extended WordNet, Sanda M. Harabagiu and Dan I Moldovan; appendix - obtaining and using WordNet.
| Reihe/Serie | Language, Speech, and Communication |
|---|---|
| Vorwort | George A. Miller |
| Verlagsort | Cambridge, Mass. |
| Sprache | englisch |
| Maße | 140 x 124 mm |
| Gewicht | 1043 g |
| Themenwelt | Geisteswissenschaften ► Sprach- / Literaturwissenschaft ► Sprachwissenschaft |
| Mathematik / Informatik ► Informatik ► Datenbanken | |
| Informatik ► Office Programme ► Outlook | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| ISBN-10 | 0-262-06197-X / 026206197X |
| ISBN-13 | 978-0-262-06197-1 / 9780262061971 |
| Zustand | Neuware |
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