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

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
21920 400 24.8 28%



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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
20 3       COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, SOFTWARE ENGINEERING 118625
164 2             RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 22632
21920 1                   WEB USAGE MINING//WEB LOG MINING//WEB ROBOT DETECTION 400

Terms with highest relevance score



rank Term termType Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 WEB USAGE MINING authKW 1600068 13% 40% 52
2 WEB LOG MINING authKW 930584 4% 76% 16
3 WEB ROBOT DETECTION authKW 381688 1% 100% 5
4 ADAPTIVE WEB SITES authKW 343516 2% 75% 6
5 WEB USER authKW 229013 1% 100% 3
6 WEB CRAWLER DETECTION authKW 171758 1% 75% 3
7 WEB MINING authKW 171577 6% 9% 25
8 ACCESSNOVA PROGRAM address 152675 1% 100% 2
9 DISCOVERING PATTERNS authKW 152675 1% 100% 2
10 LOG INDEXING authKW 152675 1% 100% 2

Web of Science journal categories



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 Computer Science, Artificial Intelligence 14334 49% 0% 197
2 Computer Science, Information Systems 10000 41% 0% 164
3 Computer Science, Theory & Methods 3227 25% 0% 100
4 Computer Science, Software Engineering 1105 13% 0% 50
5 Operations Research & Management Science 649 10% 0% 38
6 Computer Science, Hardware & Architecture 417 6% 0% 24
7 Computer Science, Interdisciplinary Applications 371 9% 0% 35
8 Telecommunications 255 7% 0% 29
9 Engineering, Electrical & Electronic 160 14% 0% 56
10 Information Science & Library Science 83 3% 0% 10

Address terms



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 ACCESSNOVA PROGRAM 152675 1% 100% 2
2 PL INFORMAT ENGN 101782 1% 67% 2
3 ACOUNTING INFORMAT SCI 76338 0% 100% 1
4 ADV DESIGN TECHNOL GRP 76338 0% 100% 1
5 ANTI SPAM 76338 0% 100% 1
6 AUSTRIAN IBM WATSON THINK GRP 76338 0% 100% 1
7 AXIS PROJECT TEAM 76338 0% 100% 1
8 BORAT 76338 0% 100% 1
9 CEO CORELOGIX INC 76338 0% 100% 1
10 DLSIIS INFORMAT 76338 0% 100% 1

Journals



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 16107 15% 0% 59
2 INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING 8195 2% 1% 8
3 JOURNAL OF INTELLIGENT INFORMATION SYSTEMS 8154 2% 1% 8
4 DATA MINING AND KNOWLEDGE DISCOVERY 6413 2% 1% 7
5 JOURNAL OF WEB ENGINEERING 6256 1% 2% 4
6 LECTURE NOTES IN COMPUTER SCIENCE 4924 19% 0% 76
7 DATA & KNOWLEDGE ENGINEERING 3032 2% 1% 7
8 WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS 2873 1% 1% 4
9 CHINA COMMUNICATIONS 2573 2% 0% 7
10 BIOMEDICAL SCIENCES INSTRUMENTATION 2179 0% 3% 1

Author Key Words



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
LCSH search Wikipedia search
1 WEB USAGE MINING 1600068 13% 40% 52 Search WEB+USAGE+MINING Search WEB+USAGE+MINING
2 WEB LOG MINING 930584 4% 76% 16 Search WEB+LOG+MINING Search WEB+LOG+MINING
3 WEB ROBOT DETECTION 381688 1% 100% 5 Search WEB+ROBOT+DETECTION Search WEB+ROBOT+DETECTION
4 ADAPTIVE WEB SITES 343516 2% 75% 6 Search ADAPTIVE+WEB+SITES Search ADAPTIVE+WEB+SITES
5 WEB USER 229013 1% 100% 3 Search WEB+USER Search WEB+USER
6 WEB CRAWLER DETECTION 171758 1% 75% 3 Search WEB+CRAWLER+DETECTION Search WEB+CRAWLER+DETECTION
7 WEB MINING 171577 6% 9% 25 Search WEB+MINING Search WEB+MINING
8 DISCOVERING PATTERNS 152675 1% 100% 2 Search DISCOVERING+PATTERNS Search DISCOVERING+PATTERNS
9 LOG INDEXING 152675 1% 100% 2 Search LOG+INDEXING Search LOG+INDEXING
10 UNBIASED BRANCHES 152675 1% 100% 2 Search UNBIASED+BRANCHES Search UNBIASED+BRANCHES

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.



Rank Reference # ref.
in cl.
Shr. of ref. in
cl.
Citations
1 DORAN, D , GOKHALE, SS , (2016) AN INTEGRATED METHOD FOR REAL TIME AND OFFLINE WEB ROBOT DETECTION.EXPERT SYSTEMS. VOL. 33. ISSUE 6. P. 592 -606 10 71% 0
2 MUNK, M , KAPUSTA, J , SVEC, P , TURCANI, M , (2010) DATA ADVANCE PREPARATION FACTORS AFFECTING RESULTS OF SEQUENCE RULE ANALYSIS IN WEB LOG MINING.E & M EKONOMIE A MANAGEMENT. VOL. 13. ISSUE 4. P. 143-160 8 80% 12
3 KWON, S , KIM, YG , CHA, S , (2012) WEB ROBOT DETECTION BASED ON PATTERN-MATCHING TECHNIQUE.JOURNAL OF INFORMATION SCIENCE. VOL. 38. ISSUE 2. P. 118 -126 6 100% 9
4 FACCA, FM , LANZI, PL , (2005) MINING INTERESTING KNOWLEDGE FROM WEBLOGS: A SURVEY.DATA & KNOWLEDGE ENGINEERING. VOL. 53. ISSUE 3. P. 225 -241 12 55% 89
5 SURESH, NC , JEONG, BK , PARK, S , (2008) SEQUENCE-BASED CLUSTERING FOR WEB USAGE MINING: A NEW EXPERIMENTAL FRAMEWORK AND ANN-ENHANCED K-MEANS ALGORITHM.DATA & KNOWLEDGE ENGINEERING. VOL. 65. ISSUE 3. P. 512 -543 13 50% 17
6 HASSAN, MT , KARIM, A , (2011) IMPACT OF BEHAVIOR CLUSTERING ON WEB SURFER BEHAVIOR PREDICTION.JOURNAL OF INFORMATION SCIENCE AND ENGINEERING. VOL. 27. ISSUE 6. P. 1855-1870 9 69% 0
7 DAS, R , TURKOGLU, I , (2009) CREATING MEANINGFUL DATA FROM WEB LOGS FOR IMPROVING THE IMPRESSIVENESS OF A WEBSITE BY USING PATH ANALYSIS METHOD.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 36. ISSUE 3. P. 6635-6644 6 100% 21
8 GREENE, JW , (2016) WEB ROBOT DETECTION IN SCHOLARLY OPEN ACCESS INSTITUTIONAL REPOSITORIES.LIBRARY HI TECH. VOL. 34. ISSUE 3. P. 500 -520 6 86% 0
9 SHIRGAVE, S , KULKARNI, P , BORGES, J , (2014) SEMANTICALLY ENRICHED VARIABLE LENGTH MARKOV CHAIN MODEL FOR ANALYSIS OF USER WEB NAVIGATION SESSIONS.INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING. VOL. 13. ISSUE 4. P. 721 -753 10 53% 0
10 FANG, C , LIU, J , LEI, ZM , (2014) PARALLELIZED USER CLICKS RECOGNITION FROM MASSIVE HTTP DATA BASED ON DEPENDENCY GRAPH MODEL.CHINA COMMUNICATIONS. VOL. 11. ISSUE 12. P. 13 -25 6 86% 2

Classes with closest relation at Level 1



Rank Class id link
1 14541 PAGERANK//GOOGLE MATRIX//LINK ANALYSIS
2 1316 RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//RECOMMENDATION SYSTEM
3 1900 ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS
4 8042 INFORMATION CENTRIC NETWORKING//WEB CACHING//CONTENT CENTRIC NETWORKING
5 37312 GQM APPROACH//APPLICATION DRIVEN PERSPECTIVE//BLACKHOLE ATTACKS
6 14429 HYPERTEXT//LOSTNESS//COGNITIVE FLEXIBILITY THEORY
7 31169 ABT BETRIEBLICHE INFORMAT SYST//ABT SOFTWARE TECHN//ANDERSENLIB 211
8 10377 INFORMATION RETRIEVAL//DISTRIBUTED INFORMATION RETRIEVAL//LEARNING TO RANK
9 17660 INFORMATION EXTRACTION//WEB DATA EXTRACTION//WRAPPER INDUCTION
10 37074 DIAGONAL DOMINANT MATRICES//LAGGED FIBONNACI GENERATOR//SOLUTION OF SYTEM OF LINEAR EQUATIONS

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