Class information for:
Level 1: DESIGN STUDIES//DESIGN COGNITION//AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4100 1846 37.7 29%


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
265 3       ENGINEERING, MANUFACTURING//DISCRETE EVENT SYSTEMS//OPERATIONS RESEARCH & MANAGEMENT SCIENCE 44182
1212 2             JOURNAL OF ENGINEERING DESIGN//QUALITY FUNCTION DEPLOYMENT//RESEARCH IN ENGINEERING DESIGN 9163
4100 1                   DESIGN STUDIES//DESIGN COGNITION//AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING 1846

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 DESIGN STUDIES journal 1678611 11% 50% 202
2 DESIGN COGNITION authKW 976413 4% 84% 70
3 AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING journal 902268 10% 29% 186
4 CONCEPTUAL DESIGN authKW 762660 10% 25% 186
5 RESEARCH IN ENGINEERING DESIGN journal 544124 5% 33% 101
6 JOURNAL OF ENGINEERING DESIGN journal 358830 7% 17% 127
7 DESIGN ACTIVITY authKW 297689 2% 60% 30
8 ENGINEERING DESIGN authKW 286967 5% 18% 94
9 DESIGN PROCESS authKW 264617 5% 18% 90
10 CREATIVE DESIGN authKW 262423 2% 55% 29

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 Engineering, Manufacturing 91064 38% 1% 708
2 Engineering, General 60972 44% 0% 805
3 Computer Science, Artificial Intelligence 11003 20% 0% 378
4 Computer Science, Interdisciplinary Applications 8335 18% 0% 341
5 Engineering, Industrial 6360 10% 0% 191
6 Architecture 4378 2% 1% 45
7 Engineering, Mechanical 3200 14% 0% 260
8 Art 2695 3% 0% 63
9 Computer Science, Software Engineering 609 5% 0% 86
10 Computer Science, Cybernetics 502 2% 0% 30

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 KEY DESIGN COMP COGNIT 105052 1% 35% 18
2 COMPLEX ENGN SYST DESIGN 101303 0% 88% 7
3 DESIGN INTELLIGENCE 88206 0% 67% 8
4 MODERN IND DESIGN 62335 0% 54% 7
5 PROD DESIGN MFG 56513 1% 17% 20
6 BIOLOGICALLY INSPIRED DESIGN 49619 0% 100% 3
7 HUMAN ECOL 312 49619 0% 100% 3
8 INNOVAT DESIGN REASONING ENGN EDUC METHODS 49619 0% 100% 3
9 BIOL INSPIRED DESIGN 44103 0% 67% 4
10 CAVI 37801 0% 57% 4

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 DESIGN STUDIES 1678611 11% 50% 202
2 AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING 902268 10% 29% 186
3 RESEARCH IN ENGINEERING DESIGN 544124 5% 33% 101
4 JOURNAL OF ENGINEERING DESIGN 358830 7% 17% 127
5 RESEARCH IN ENGINEERING DESIGN-THEORY APPLICATIONS AND CONCURRENT ENGINEERING 97264 1% 29% 20
6 CODESIGN-INTERNATIONAL JOURNAL OF COCREATION IN DESIGN AND THE ARTS 89850 1% 22% 25
7 JOURNAL OF MECHANICAL DESIGN 59928 6% 3% 108
8 JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING 56764 2% 8% 43
9 ADVANCED ENGINEERING INFORMATICS 41665 2% 6% 40
10 INTERNATIONAL JOURNAL OF TECHNOLOGY AND DESIGN EDUCATION 19971 1% 6% 22

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 DESIGN COGNITION 976413 4% 84% 70 Search DESIGN+COGNITION Search DESIGN+COGNITION
2 CONCEPTUAL DESIGN 762660 10% 25% 186 Search CONCEPTUAL+DESIGN Search CONCEPTUAL+DESIGN
3 DESIGN ACTIVITY 297689 2% 60% 30 Search DESIGN+ACTIVITY Search DESIGN+ACTIVITY
4 ENGINEERING DESIGN 286967 5% 18% 94 Search ENGINEERING+DESIGN Search ENGINEERING+DESIGN
5 DESIGN PROCESS 264617 5% 18% 90 Search DESIGN+PROCESS Search DESIGN+PROCESS
6 CREATIVE DESIGN 262423 2% 55% 29 Search CREATIVE+DESIGN Search CREATIVE+DESIGN
7 DESIGN PROBLEM SOLVING 251573 1% 89% 17 Search DESIGN+PROBLEM+SOLVING Search DESIGN+PROBLEM+SOLVING
8 DESIGN BY ANALOGY 232586 1% 94% 15 Search DESIGN+BY+ANALOGY Search DESIGN+BY+ANALOGY
9 DESIGN FIXATION 232586 1% 94% 15 Search DESIGN+FIXATION Search DESIGN+FIXATION
10 DESIGN KNOWLEDGE 230322 2% 45% 31 Search DESIGN+KNOWLEDGE Search DESIGN+KNOWLEDGE

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 DINAR, M , SHAH, JJ , CAGAN, J , LEIFER, L , LINSEY, J , SMITH, SM , HERNANDEZ, NV , (2015) EMPIRICAL STUDIES OF DESIGNER THINKING: PAST, PRESENT, AND FUTURE.JOURNAL OF MECHANICAL DESIGN. VOL. 137. ISSUE 2. P. - 67 77% 4
2 ATILOLA, O , LINSEY, J , (2015) REPRESENTING ANALOGIES TO INFLUENCE FIXATION AND CREATIVITY: A STUDY COMPARING COMPUTER-AIDED DESIGN, PHOTOGRAPHS, AND SKETCHES.AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING. VOL. 29. ISSUE 2. P. 161 -171 40 87% 0
3 ATILOLA, O , TOMKO, M , LINSEY, JS , (2016) THE EFFECTS OF REPRESENTATION ON IDEA GENERATION AND DESIGN FIXATION: A STUDY COMPARING SKETCHES AND FUNCTION TREES.DESIGN STUDIES. VOL. 42. ISSUE . P. 110 -136 33 77% 4
4 FU, K , MORENO, D , YANG, M , WOOD, KL , (2014) BIO-INSPIRED DESIGN: AN OVERVIEW INVESTIGATING OPEN QUESTIONS FROM THE BROADER FIELD OF DESIGN-BY-ANALOGY.JOURNAL OF MECHANICAL DESIGN. VOL. 136. ISSUE 11. P. - 43 74% 2
5 FU, K , MURPHY, J , YANG, M , OTTO, K , JENSEN, D , WOOD, K , (2015) DESIGN-BY-ANALOGY: EXPERIMENTAL EVALUATION OF A FUNCTIONAL ANALOGY SEARCH METHODOLOGY FOR CONCEPT GENERATION IMPROVEMENT.RESEARCH IN ENGINEERING DESIGN. VOL. 26. ISSUE 1. P. 77 -95 36 82% 4
6 GOEL, AK , (2013) A 30-YEAR CASE STUDY AND 15 PRINCIPLES: IMPLICATIONS OF AN ARTIFICIAL INTELLIGENCE METHODOLOGY FOR FUNCTIONAL MODELING.AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING. VOL. 27. ISSUE 3. P. 203-215 36 80% 14
7 GOEL, AK , VATTAM, S , WILTGEN, B , HELMS, M , (2012) COGNITIVE, COLLABORATIVE, CONCEPTUAL AND CREATIVE - FOUR CHARACTERISTICS OF THE NEXT GENERATION OF KNOWLEDGE-BASED CAD SYSTEMS: A STUDY IN BIOLOGICALLY INSPIRED DESIGN.COMPUTER-AIDED DESIGN. VOL. 44. ISSUE 10. P. 879 -900 36 71% 46
8 CRILLY, N , (2015) FIXATION AND CREATIVITY IN CONCEPT DEVELOPMENT: THE ATTITUDES AND PRACTICES OF EXPERT DESIGNERS.DESIGN STUDIES. VOL. 38. ISSUE . P. 54 -91 40 55% 7
9 CHEN, Y , ZHAO, M , LIU, Y , XIE, YB , (2016) A FORMAL FUNCTIONAL REPRESENTATION METHODOLOGY FOR CONCEPTUAL DESIGN OF MATERIAL-FLOW PROCESSING DEVICES.AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING. VOL. 30. ISSUE 4. P. 353 -366 26 90% 0
10 TOMIYAMA, T , VAN BEEK, TJ , CABRERA, AAA , KOMOTO, H , D'AMELIO, V , (2013) MAKING FUNCTION MODELING PRACTICALLY USABLE.AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING. VOL. 27. ISSUE 3. P. 301-309 27 87% 7

Classes with closest relation at Level 1


Rank Class id link
1 12372 DESIGN STRUCTURE MATRIX//ENGINEERING CHANGE MANAGEMENT//DESIGN STRUCTURE MATRIX DSM
2 16092 SHAPE GRAMMARS//ENVIRONMENT AND PLANNING B-PLANNING & DESIGN//GENERATIVE DESIGN
3 23105 CODESIGN-INTERNATIONAL JOURNAL OF COCREATION IN DESIGN AND THE ARTS//DESIGN ISSUES//INCLUSIVE DESIGN
4 34529 ARCHETYPAL ANALYSIS//ANDREW PREGIBON MEASURE//ARCHETYPE ANALYSIS
5 20413 DESIGN ISSUES//MADE//JOURNAL OF PRODUCT INNOVATION MANAGEMENT
6 29362 SUBSPACE INFORMATION CRITERION//PROJECTION LEARNING//PARTIAL PROJECTION FILTER
7 27922 DESIGN STUDIO//VIRTUAL DESIGN STUDIO//JOURNAL OF ARCHITECTURAL EDUCATION
8 13528 PRODUCT SERVICE SYSTEMS//ECODESIGN//ECO DESIGN
9 27952 HELP FACILITIES//LUTCHI//SOCIAL SCI INFORMAT TECHNOL
10 4619 MASS CUSTOMIZATION//PRODUCT FAMILY//PRODUCT PLATFORM

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