Class information for:
Level 1: SEMANTIC SIMILARITY//WORD SENSE DISAMBIGUATION//WORDNET

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
31 3       COMPUTER SCIENCE, SOFTWARE ENGINEERING//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 113161
355 2             RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//INFORMATION PROCESSING & MANAGEMENT 17972
8659 1                   SEMANTIC SIMILARITY//WORD SENSE DISAMBIGUATION//WORDNET 1262

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SEMANTIC SIMILARITY authKW 583771 7% 28% 85
2 WORD SENSE DISAMBIGUATION authKW 575352 5% 40% 57
3 WORDNET authKW 446667 4% 33% 54
4 LATENT SEMANTIC ANALYSIS authKW 248007 4% 22% 46
5 SEMANTIC RELATEDNESS authKW 230403 2% 34% 27
6 NATURAL LANGUAGE ENGINEERING journal 222412 3% 21% 42
7 COMPUTATIONAL LINGUISTICS journal 210866 5% 14% 62
8 LATENT SEMANTIC INDEXING authKW 173337 2% 26% 27
9 LANGUAGE RESOURCES AND EVALUATION journal 112974 3% 12% 39
10 UNSUPERVISED DISAMBIGUATION authKW 99888 0% 100% 4

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 43107 48% 0% 611
2 Computer Science, Information Systems 12760 27% 0% 335
3 Language & Linguistics 9066 12% 0% 154
4 Linguistics 8761 13% 0% 164
5 Computer Science, Interdisciplinary Applications 4061 16% 0% 199
6 Computer Science, Theory & Methods 2581 13% 0% 163
7 Computer Science, Software Engineering 1064 7% 0% 90
8 Psychology, Experimental 778 6% 0% 73
9 Information Science & Library Science 691 4% 0% 49
10 Psychology, Mathematical 504 2% 0% 19

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MULTIMEDIA INFORMAT SYST ADV COMP 56749 0% 45% 5
2 IXA GRP 44947 0% 60% 3
3 LINGUA ESPANHOLA 33295 0% 67% 2
4 INTELLIGENT TECHNOL ADV KNOWLEDGE ACQUISIT ITAKA 32104 0% 43% 3
5 ADN DIGITAL HUMANITIES 24972 0% 100% 1
6 AILE SCI INGENIEUR LE21 24972 0% 100% 1
7 ALLIANCES NEW TECHNOL GRP 24972 0% 100% 1
8 AMRIT URI AMRITA VISHWA VIDY EETHAM 24972 0% 100% 1
9 BILINGUAL ESL PROGRAM 24972 0% 100% 1
10 CHECKSEM GRP 24972 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NATURAL LANGUAGE ENGINEERING 222412 3% 21% 42
2 COMPUTATIONAL LINGUISTICS 210866 5% 14% 62
3 LANGUAGE RESOURCES AND EVALUATION 112974 3% 12% 39
4 COMPUTERS AND THE HUMANITIES 47275 2% 6% 31
5 COMPUTER SPEECH AND LANGUAGE 21372 2% 3% 26
6 TERMINOLOGY 13892 1% 8% 7
7 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 13123 2% 2% 22
8 KNOWLEDGE AND INFORMATION SYSTEMS 12750 2% 2% 24
9 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 11887 7% 1% 89
10 INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS 7540 1% 4% 7

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SEMANTIC SIMILARITY 583771 7% 28% 85 Search SEMANTIC+SIMILARITY Search SEMANTIC+SIMILARITY
2 WORD SENSE DISAMBIGUATION 575352 5% 40% 57 Search WORD+SENSE+DISAMBIGUATION Search WORD+SENSE+DISAMBIGUATION
3 WORDNET 446667 4% 33% 54 Search WORDNET Search WORDNET
4 LATENT SEMANTIC ANALYSIS 248007 4% 22% 46 Search LATENT+SEMANTIC+ANALYSIS Search LATENT+SEMANTIC+ANALYSIS
5 SEMANTIC RELATEDNESS 230403 2% 34% 27 Search SEMANTIC+RELATEDNESS Search SEMANTIC+RELATEDNESS
6 LATENT SEMANTIC INDEXING 173337 2% 26% 27 Search LATENT+SEMANTIC+INDEXING Search LATENT+SEMANTIC+INDEXING
7 UNSUPERVISED DISAMBIGUATION 99888 0% 100% 4 Search UNSUPERVISED+DISAMBIGUATION Search UNSUPERVISED+DISAMBIGUATION
8 SENSEVAL 99884 0% 67% 6 Search SENSEVAL Search SENSEVAL
9 LSA 80217 1% 23% 14 Search LSA Search LSA
10 DOCUMENT REDACTION 74916 0% 100% 3 Search DOCUMENT+REDACTION Search DOCUMENT+REDACTION

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 38636 AI MACHINE//ALIGNING WORDNETS//ARGUMENTS CROSSING
2 13623 TEXT CATEGORIZATION//TEXT CLASSIFICATION//TERM WEIGHTING
3 37426 STRING KERNELS//LEARNING WITH SEQUENTIAL DATA//SEQUENCE KERNELS
4 34964 NAT LANGUAGE TEXT PROC//AND INFORMATION VISUALIZATION//AUTOMATIC EXTRACTION OF COLLOCATIONS
5 26127 LINKED DATA//SEMANTIC WEB//SEMANT COMP GRP SECO
6 16262 STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//COMPUTATIONAL LINGUISTICS
7 15553 MULTI DOCUMENT SUMMARIZATION//TEXT SUMMARIZATION//AUTOMATIC SUMMARIZATION
8 24356 GENE ONTOLOGY//SEMANTIC SIMILARITY//CXC DOMAIN
9 12754 CROSS LANGUAGE INFORMATION RETRIEVAL//STEMMING//INTER INFORMAT
10 12029 INFORMATION RETRIEVAL//LEARNING TO RANK//QUERY EXPANSION

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