Class information for:
Level 1: MANAGEMENT SCI DECIS MAKING//BRAND SPECTRUM//ANALYTICAL INFORMATION SYSTEM

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
36555 78 26.9 40%



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
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
2216 2             ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS 4819
36555 1                   MANAGEMENT SCI DECIS MAKING//BRAND SPECTRUM//ANALYTICAL INFORMATION SYSTEM 78

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 MANAGEMENT SCI DECIS MAKING address 1178499 22% 18% 17
2 BRAND SPECTRUM authKW 782966 3% 100% 2
3 ANALYTICAL INFORMATION SYSTEM authKW 391483 1% 100% 1
4 ANTI HYPERTENSIVE PRODUCT authKW 391483 1% 100% 1
5 ARTIFICIAL NEURAL NETWORKS METHODOLOGIES AND APPLICATIONS authKW 391483 1% 100% 1
6 BOOLEAN RANKED QUERIES authKW 391483 1% 100% 1
7 BRAND AND PRODUCT LINE EXTENSIONS authKW 391483 1% 100% 1
8 BUSINESS ALLIANCE authKW 391483 1% 100% 1
9 CATEGORY STOCK INDEXES authKW 391483 1% 100% 1
10 DELAYED GAUSSIAN FILTER authKW 391483 1% 100% 1

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 3512 55% 0% 43
2 Operations Research & Management Science 1817 35% 0% 27
3 Engineering, Electrical & Electronic 510 47% 0% 37
4 Computer Science, Information Systems 358 18% 0% 14
5 COMPUTER APPLICATIONS & CYBERNETICS 148 1% 0% 1
6 Computer Science, Software Engineering 52 6% 0% 5
7 Engineering, Petroleum 47 3% 0% 2
8 Automation & Control Systems 41 5% 0% 4
9 Computer Science, Hardware & Architecture 31 4% 0% 3
10 Medical Informatics 30 3% 0% 2

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 MANAGEMENT SCI DECIS MAKING 1178499 22% 18% 17
2 ISAI 391483 1% 100% 1
3 MIS ARTIFICIAL INTELLIGENCE GRP 391483 1% 100% 1
4 PLIED INFORMAT MANAGEMENT FINANCE 391483 1% 100% 1
5 PSILIRINSA 391483 1% 100% 1
6 TESTBEDS PROTOTYPING 195740 1% 50% 1
7 IMPROVEMENT EDUC 130493 1% 33% 1
8 SCI STAFF 27961 1% 7% 1
9 OURCE MANAGEMENT 12313 4% 1% 3
10 BIOIND MANAGEMENT 10873 1% 3% 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 EXPERT SYSTEMS WITH APPLICATIONS 16389 27% 0% 21
2 INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING 12625 3% 2% 2
3 APPLIED ARTIFICIAL INTELLIGENCE 10548 6% 1% 5
4 ENGINEERING CYBERNETICS 6312 1% 2% 1
5 ELECTRONICS AND COMMUNICATIONS IN JAPAN 2302 3% 0% 2
6 REVUE DE L INSTITUT FRANCAIS DU PETROLE 2211 3% 0% 2
7 CHEMISTRY IN BRITAIN 1394 3% 0% 2
8 DECISION SUPPORT SYSTEMS 1345 4% 0% 3
9 IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS 1290 1% 0% 1
10 DATA & KNOWLEDGE ENGINEERING 1271 3% 0% 2

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 BRAND SPECTRUM 782966 3% 100% 2 Search BRAND+SPECTRUM Search BRAND+SPECTRUM
2 ANALYTICAL INFORMATION SYSTEM 391483 1% 100% 1 Search ANALYTICAL+INFORMATION+SYSTEM Search ANALYTICAL+INFORMATION+SYSTEM
3 ANTI HYPERTENSIVE PRODUCT 391483 1% 100% 1 Search ANTI+HYPERTENSIVE+PRODUCT Search ANTI+HYPERTENSIVE+PRODUCT
4 ARTIFICIAL NEURAL NETWORKS METHODOLOGIES AND APPLICATIONS 391483 1% 100% 1 Search ARTIFICIAL+NEURAL+NETWORKS+METHODOLOGIES+AND+APPLICATIONS Search ARTIFICIAL+NEURAL+NETWORKS+METHODOLOGIES+AND+APPLICATIONS
5 BOOLEAN RANKED QUERIES 391483 1% 100% 1 Search BOOLEAN+RANKED+QUERIES Search BOOLEAN+RANKED+QUERIES
6 BRAND AND PRODUCT LINE EXTENSIONS 391483 1% 100% 1 Search BRAND+AND+PRODUCT+LINE+EXTENSIONS Search BRAND+AND+PRODUCT+LINE+EXTENSIONS
7 BUSINESS ALLIANCE 391483 1% 100% 1 Search BUSINESS+ALLIANCE Search BUSINESS+ALLIANCE
8 CATEGORY STOCK INDEXES 391483 1% 100% 1 Search CATEGORY+STOCK+INDEXES Search CATEGORY+STOCK+INDEXES
9 DELAYED GAUSSIAN FILTER 391483 1% 100% 1 Search DELAYED+GAUSSIAN+FILTER Search DELAYED+GAUSSIAN+FILTER
10 DIRECT SELLING METHOD 391483 1% 100% 1 Search DIRECT+SELLING+METHOD Search DIRECT+SELLING+METHOD

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 LIAO, SH , CHEN, YJ , HSIEH, HH , (2011) MINING CUSTOMER KNOWLEDGE FOR DIRECT SELLING AND MARKETING.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 38. ISSUE 5. P. 6059-6069 10 83% 7
2 LIAO, SH , CHUB, PH , CHEN, YJ , CHANG, CC , (2012) MINING CUSTOMER KNOWLEDGE FOR EXPLORING ONLINE GROUP BUYING BEHAVIOR.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 39. ISSUE 3. P. 3708 -3716 8 89% 12
3 LIAO, SH , CHEN, YJ , LIN, YT , (2011) MINING CUSTOMER KNOWLEDGE TO IMPLEMENT ONLINE SHOPPING AND HOME DELIVERY FOR HYPERMARKETS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 38. ISSUE 4. P. 3982-3991 13 57% 7
4 LIAO, SH , HO, HH , YANG, FC , (2009) ONTOLOGY-BASED DATA MINING APPROACH IMPLEMENTED ON EXPLORING PRODUCT AND BRAND SPECTRUM.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 36. ISSUE 9. P. 11730-11744 6 86% 8
5 LIAO, SH , CHEN, CM , HSIEH, CL , HSIAO, SC , (2009) MINING INFORMATION USERS' KNOWLEDGE FOR ONE-TO-ONE MARKETING ON INFORMATION APPLIANCE.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 36. ISSUE 3. P. 4967-4979 8 62% 8
6 LIAO, SH , CHEN, JL , HSU, TY , (2009) ONTOLOGY-BASED DATA MINING APPROACH IMPLEMENTED FOR SPORT MARKETING.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 36. ISSUE 8. P. 11045-11056 9 53% 9
7 LIAO, SH , HSIEH, CL , HUANG, SP , (2008) MINING PRODUCT MAPS FOR NEW PRODUCT DEVELOPMENT.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 34. ISSUE 1. P. 50-62 11 33% 24
8 TAKAYAMA, Y , SAGA, R , (2016) PROPOSAL OF CHANCE INDEX IN CO-OCCURRENCE NETWORK.ELECTRONICS AND COMMUNICATIONS IN JAPAN. VOL. 99. ISSUE 12. P. 65 -73 4 80% 0
9 LIAO, SH , CHEN, YN , TSENG, YY , (2009) MINING DEMAND CHAIN KNOWLEDGE OF LIFE INSURANCE MARKET FOR NEW PRODUCT DEVELOPMENT.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 36. ISSUE 5. P. 9422-9437 8 44% 4
10 WEN, CH , LIAO, SH , CHANG, WL , HSU, PY , (2012) MINING SHOPPING BEHAVIOR IN THE TAIWAN LUXURY PRODUCTS MARKET.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 39. ISSUE 12. P. 11257-11268 7 44% 0

Classes with closest relation at Level 1



Rank Class id link
1 36332 GROUP BUYING//GROUP BUYING AUCTIONS//BUYER COALITION
2 28267 FLIGHT AND MAINTENANCE PLANNING//FLEET AVAILABILITY//COMBAT WING 111
3 30480 LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION
4 24901 PMML//CRISP DM//OLE DB
5 36961 BOYCOTT MOTIVATIONS//CONSUMERS BEHAVIOR CHANGE//CROSS SECTION ESTIMATION
6 1900 ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS
7 31182 SPORTS PHARMACIST//BMJ LEARNING QUAL//CLEARINGHOUSE PL PUBL SERV
8 33709 ICELAND TOURISM//COMMUNITYWARE//GEOG TOURISM STUDIES
9 24233 MAXIMUM CLIQUE//MAXIMUM CLIQUE PROBLEM//CLIQUE RELAXATIONS
10 33702 CENTER LOCATING//SPIRAL BAND MODEL//AGENT BASED SIMULATOR

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