Class information for:
Level 1: WEB USAGE MINING//WEB LOG MINING//WEB ROBOT DETECTION

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
21641 1                   WEB USAGE MINING//WEB LOG MINING//WEB ROBOT DETECTION 434

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 WEB USAGE MINING authKW 2655384 16% 52% 70
2 WEB LOG MINING authKW 1069465 4% 82% 18
3 WEB ROBOT DETECTION authKW 435711 1% 100% 6
4 ADAPTIVE WEB SITES authKW 326780 1% 75% 6
5 WEB LOG FILES authKW 217855 1% 100% 3
6 WEB USER authKW 217855 1% 100% 3
7 WEB MINING authKW 183130 6% 9% 27
8 WEB CRAWLER DETECTION authKW 163390 1% 75% 3
9 SESSION IDENTIFICATION authKW 151283 1% 42% 5
10 ACCESSNOVA PROGRAM address 145237 0% 100% 2

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 15531 50% 0% 215
2 Computer Science, Information Systems 11535 43% 0% 185
3 Computer Science, Theory & Methods 2914 23% 0% 99
4 Computer Science, Software Engineering 971 11% 0% 49
5 Telecommunications 641 11% 0% 47
6 Operations Research & Management Science 626 9% 0% 39
7 Computer Science, Hardware & Architecture 449 6% 0% 26
8 Computer Science, Interdisciplinary Applications 355 8% 0% 36
9 Computer Science, Cybernetics 352 3% 0% 12
10 Engineering, Electrical & Electronic 298 18% 0% 76

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ACCESSNOVA PROGRAM 145237 0% 100% 2
2 NTT DOCOMO RD 145237 0% 100% 2
3 PL INFORMAT ENGN 96823 0% 67% 2
4 ACOUNTING INFORMAT SCI 72618 0% 100% 1
5 ANTI SPAM 72618 0% 100% 1
6 AXIS PROJECT TEAM 72618 0% 100% 1
7 BORAT 72618 0% 100% 1
8 DISTRIBUTED MULTIMEDIA INFOMAT SYST 72618 0% 100% 1
9 DLSIIS INFORMAT 72618 0% 100% 1
10 GRP KNOWLEDGE MANAGEMENT DISCOVERY 72618 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 15824 14% 0% 60
2 COMPUTER NETWORKS AND ISDN SYSTEMS 10646 3% 1% 13
3 DATA MINING AND KNOWLEDGE DISCOVERY 7566 2% 1% 8
4 INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING 7303 2% 1% 8
5 LECTURE NOTES IN COMPUTER SCIENCE 5726 19% 0% 84
6 JOURNAL OF INTELLIGENT INFORMATION SYSTEMS 5716 2% 1% 7
7 DATA & KNOWLEDGE ENGINEERING 2851 2% 1% 7
8 CHINA COMMUNICATIONS 2257 2% 0% 7
9 EXPERT SYSTEMS WITH APPLICATIONS 2121 4% 0% 18
10 BIOMEDICAL SCIENCES INSTRUMENTATION 2073 0% 3% 1

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 WEB USAGE MINING 2655384 16% 52% 70 Search WEB+USAGE+MINING Search WEB+USAGE+MINING
2 WEB LOG MINING 1069465 4% 82% 18 Search WEB+LOG+MINING Search WEB+LOG+MINING
3 WEB ROBOT DETECTION 435711 1% 100% 6 Search WEB+ROBOT+DETECTION Search WEB+ROBOT+DETECTION
4 ADAPTIVE WEB SITES 326780 1% 75% 6 Search ADAPTIVE+WEB+SITES Search ADAPTIVE+WEB+SITES
5 WEB LOG FILES 217855 1% 100% 3 Search WEB+LOG+FILES Search WEB+LOG+FILES
6 WEB USER 217855 1% 100% 3 Search WEB+USER Search WEB+USER
7 WEB MINING 183130 6% 9% 27 Search WEB+MINING Search WEB+MINING
8 WEB CRAWLER DETECTION 163390 1% 75% 3 Search WEB+CRAWLER+DETECTION Search WEB+CRAWLER+DETECTION
9 SESSION IDENTIFICATION 151283 1% 42% 5 Search SESSION+IDENTIFICATION Search SESSION+IDENTIFICATION
10 CITIZEN WEB PORTAL 145237 0% 100% 2 Search CITIZEN+WEB+PORTAL Search CITIZEN+WEB+PORTAL

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
1 964 RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//RECOMMENDATION SYSTEM
2 2064 ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS
3 37426 STRING KERNELS//LEARNING WITH SEQUENTIAL DATA//SEQUENCE KERNELS
4 17040 HYPERTEXT//LOSTNESS//COG SCI
5 16078 PAGERANK//GOOGLE MATRIX//FOCUSED CRAWLER
6 36381 CONCURRENCY AND SYNCHRONIZATION//CONVENIO FARM BIOQUIM ESPIRITO SANTO//DATA CONSUMER
7 12029 INFORMATION RETRIEVAL//LEARNING TO RANK//QUERY EXPANSION
8 17141 INFORMATION EXTRACTION//WRAPPER INDUCTION//WEB DATA EXTRACTION
9 38743 INDIVIDUAL TRIALS//STUDY LANGUAGE INFORMAT//ACCESS CO OCCURRENCE
10 34067 INTERACT CINEMA GRP//HENRY JENKINS//ACOUSTIC INFORMATION SPACES

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