Class information for:
Level 1: PARTIAL PARSING//TEXT CHUNKING//SHALLOW PARSING

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
28461 1                   PARTIAL PARSING//TEXT CHUNKING//SHALLOW PARSING 225

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PARTIAL PARSING authKW 373530 2% 67% 4
2 TEXT CHUNKING authKW 373530 2% 67% 4
3 SHALLOW PARSING authKW 358581 4% 32% 8
4 PHRASE CHUNKING authKW 280150 1% 100% 2
5 PRONUNCIATION BY ANALOGY authKW 280150 1% 100% 2
6 RACAI address 280150 1% 100% 2
7 TRANSFORMATION BASED LEARNING authKW 280150 1% 100% 2
8 PART OF SPEECH TAGGING authKW 241391 4% 19% 9
9 RESOURCE SCARCE LANGUAGES authKW 186765 1% 67% 2
10 POS TAGGING authKW 149407 2% 27% 4

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 9350 53% 0% 120
2 Language & Linguistics 1682 12% 0% 28
3 Computer Science, Information Systems 1514 22% 0% 49
4 Computer Science, Theory & Methods 1315 21% 0% 48
5 Linguistics 1229 12% 0% 26
6 Computer Science, Interdisciplinary Applications 474 13% 0% 29
7 Information Science & Library Science 131 4% 0% 9
8 Computer Science, Software Engineering 120 6% 0% 13
9 Area Studies 117 3% 0% 6
10 Acoustics 49 3% 0% 7

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 RACAI 280150 1% 100% 2
2 DEP ELECT TELEC 140075 0% 100% 1
3 DICO DIPATIMENTO INFORMAT COMUNICAZ 140075 0% 100% 1
4 DPTO FILOLOXIA GALEGA 140075 0% 100% 1
5 DPTO LENGUAJES SYST INFORMAT 140075 0% 100% 1
6 GU DIALOGUE SYST 140075 0% 100% 1
7 HLT GRP 140075 0% 100% 1
8 ISSCOM 140075 0% 100% 1
9 LUDOVIT STUR LINGUIST 140075 0% 100% 1
10 MIHAI DRAGANESCU ARTIFICIAL INTELLIGENCE 140075 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 LANGUAGE RESOURCES AND EVALUATION 33751 4% 3% 9
2 COMPUTER SPEECH AND LANGUAGE 17756 4% 1% 10
3 COMPUTATIONAL LINGUISTICS 15071 3% 2% 7
4 AFRICAN STUDIES 15041 3% 2% 6
5 LANGUAGE MATTERS 13913 2% 2% 4
6 SOUTHERN AFRICAN LINGUISTICS AND APPLIED LANGUAGE STUDIES 12149 2% 2% 5
7 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 8684 14% 0% 32
8 COMPUTING AND INFORMATICS 6563 3% 1% 6
9 TYDSKRIF VIR LETTERKUNDE 6511 1% 2% 2
10 PROCEEDINGS OF THE ROMANIAN ACADEMY SERIES A-MATHEMATICS PHYSICS TECHNICAL SCIENCES INFORMATION SCIENCE 2747 1% 1% 3

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 PARTIAL PARSING 373530 2% 67% 4 Search PARTIAL+PARSING Search PARTIAL+PARSING
2 TEXT CHUNKING 373530 2% 67% 4 Search TEXT+CHUNKING Search TEXT+CHUNKING
3 SHALLOW PARSING 358581 4% 32% 8 Search SHALLOW+PARSING Search SHALLOW+PARSING
4 PHRASE CHUNKING 280150 1% 100% 2 Search PHRASE+CHUNKING Search PHRASE+CHUNKING
5 PRONUNCIATION BY ANALOGY 280150 1% 100% 2 Search PRONUNCIATION+BY+ANALOGY Search PRONUNCIATION+BY+ANALOGY
6 TRANSFORMATION BASED LEARNING 280150 1% 100% 2 Search TRANSFORMATION+BASED+LEARNING Search TRANSFORMATION+BASED+LEARNING
7 PART OF SPEECH TAGGING 241391 4% 19% 9 Search PART+OF+SPEECH+TAGGING Search PART+OF+SPEECH+TAGGING
8 RESOURCE SCARCE LANGUAGES 186765 1% 67% 2 Search RESOURCE+SCARCE+LANGUAGES Search RESOURCE+SCARCE+LANGUAGES
9 POS TAGGING 149407 2% 27% 4 Search POS+TAGGING Search POS+TAGGING
10 ACTIVATION PLEASANTNESS 140075 0% 100% 1 Search ACTIVATION+PLEASANTNESS Search ACTIVATION+PLEASANTNESS

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 27677 CHINESE WORD SEGMENTATION//ALLERGOL IMMUNOL SERV//ASSOCIATE CONSTRAINT NETWORK
2 16262 STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//COMPUTATIONAL LINGUISTICS
3 37786 CLASS SPECIFIC FEATURES//FIXED THRESHOLD SEQUENTIAL MINIMAL OPTIMIZATION//WORD SPACING
4 12754 CROSS LANGUAGE INFORMATION RETRIEVAL//STEMMING//INTER INFORMAT
5 34343 KEYPHRASE EXTRACTION//DEWEY DECIMAL CLASSIFICATION DDC//GRAPH BASED KEYWORD EXTRACTION
6 34964 NAT LANGUAGE TEXT PROC//AND INFORMATION VISUALIZATION//AUTOMATIC EXTRACTION OF COLLOCATIONS
7 23343 NAUCHNO-TEKHNICHESKAYA INFORMATSIYA SERIYA 2-INFORMATSIONNYE PROTSESSY I SISTEMY//ARABIC NATURAL LANGUAGE PROCESSING//SPELLING ERROR CORRECTION
8 22473 COMMUNITY QUESTION ANSWERING//QUESTION ANSWERING//QUESTION CLASSIFICATION
9 29494 HARMONY SEARCH//HARMONY SEARCH ALGORITHM//HARMONY SEARCH HS
10 30939 ADMISSIBLE PLANS//ARTIFICIAL INTELLIGENCE IN DESIGN//BELIEF MODELING

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