{"id":"https://openalex.org/W3214098361","doi":"https://doi.org/10.1155/2021/6416061","title":"Deriving Design Knowledge Graph for Complex Sociotechnical Systems Using the AIA Design Thinking","display_name":"Deriving Design Knowledge Graph for Complex Sociotechnical Systems Using the AIA Design Thinking","publication_year":2021,"publication_date":"2021-11-12","ids":{"openalex":"https://openalex.org/W3214098361","doi":"https://doi.org/10.1155/2021/6416061","mag":"3214098361"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6416061","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6416061","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/6416061.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/misy/2021/6416061.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101693823","display_name":"Tao Shen","orcid":"https://orcid.org/0000-0002-4088-1418"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Shen","raw_affiliation_strings":["College of Design and Innovation, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4088-1418","affiliations":[{"raw_affiliation_string":"College of Design and Innovation, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065413273","display_name":"Chan Gao","orcid":"https://orcid.org/0000-0002-8476-8038"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]},{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Chan Gao","raw_affiliation_strings":["Architecture Department, Huzhou University, Huzhou, Zhejiang, China","Knowledge Science, Japan Advanced Institute of Science and Technology, Nomi City, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architecture Department, Huzhou University, Huzhou, Zhejiang, China","institution_ids":["https://openalex.org/I3018263800"]},{"raw_affiliation_string":"Knowledge Science, Japan Advanced Institute of Science and Technology, Nomi City, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086948558","display_name":"Yukari Nagai","orcid":"https://orcid.org/0000-0001-5378-9912"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yukari Nagai","raw_affiliation_strings":["Knowledge Science, Japan Advanced Institute of Science and Technology, Nomi City, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Science, Japan Advanced Institute of Science and Technology, Nomi City, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020674106","display_name":"Wei Ou","orcid":"https://orcid.org/0000-0001-6415-2511"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Ou","raw_affiliation_strings":["International Business School, Zhejiang Gongshang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-6415-2511","affiliations":[{"raw_affiliation_string":"International Business School, Zhejiang Gongshang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I75059550"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020674106"],"corresponding_institution_ids":["https://openalex.org/I75059550"],"apc_list":{"value":2100,"currency":"USD","value_usd":2550},"apc_paid":{"value":2100,"currency":"USD","value_usd":2550},"fwci":0.2901,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.49204497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13874","display_name":"Information Architecture and Usability","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8287216424942017},{"id":"https://openalex.org/keywords/sociotechnical-system","display_name":"Sociotechnical system","score":0.5180454254150391},{"id":"https://openalex.org/keywords/design-knowledge","display_name":"Design knowledge","score":0.5029732584953308},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4553244411945343},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4541087746620178},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4342457354068756},{"id":"https://openalex.org/keywords/design-thinking","display_name":"Design thinking","score":0.4149472415447235},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.355682909488678},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2009832262992859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8287216424942017},{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.5180454254150391},{"id":"https://openalex.org/C2778712445","wikidata":"https://www.wikidata.org/wiki/Q5264352","display_name":"Design knowledge","level":3,"score":0.5029732584953308},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4553244411945343},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4541087746620178},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4342457354068756},{"id":"https://openalex.org/C142778471","wikidata":"https://www.wikidata.org/wiki/Q1200670","display_name":"Design thinking","level":2,"score":0.4149472415447235},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.355682909488678},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2009832262992859},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/6416061","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6416061","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/6416061.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3d82625ef1734fb0a2a83d1257fac4ff","is_oa":true,"landing_page_url":"https://doaj.org/article/3d82625ef1734fb0a2a83d1257fac4ff","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6416061","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6416061","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/6416061.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2218867869","display_name":null,"funder_award_id":"2020M681405","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3214098361.pdf","grobid_xml":"https://content.openalex.org/works/W3214098361.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W163395392","https://openalex.org/W1573570822","https://openalex.org/W1632179460","https://openalex.org/W1940872118","https://openalex.org/W1942169943","https://openalex.org/W1967720349","https://openalex.org/W1970117928","https://openalex.org/W1977300324","https://openalex.org/W1977967506","https://openalex.org/W1989056512","https://openalex.org/W1998838261","https://openalex.org/W2019998121","https://openalex.org/W2023989269","https://openalex.org/W2044387737","https://openalex.org/W2053238041","https://openalex.org/W2056451646","https://openalex.org/W2081627692","https://openalex.org/W2107598941","https://openalex.org/W2110004174","https://openalex.org/W2120699290","https://openalex.org/W2129269885","https://openalex.org/W2138627627","https://openalex.org/W2157799718","https://openalex.org/W2162590473","https://openalex.org/W2193635201","https://openalex.org/W2197937747","https://openalex.org/W2251135946","https://openalex.org/W2251622960","https://openalex.org/W2294999833","https://openalex.org/W2300469216","https://openalex.org/W2325436843","https://openalex.org/W2504107473","https://openalex.org/W2515462165","https://openalex.org/W2562745534","https://openalex.org/W2600299847","https://openalex.org/W2604916896","https://openalex.org/W2606363764","https://openalex.org/W2607364656","https://openalex.org/W2730207157","https://openalex.org/W2734608416","https://openalex.org/W2746935090","https://openalex.org/W2768495875","https://openalex.org/W2784133590","https://openalex.org/W2793599426","https://openalex.org/W2804361106","https://openalex.org/W2828983966","https://openalex.org/W2885050103","https://openalex.org/W2894683909","https://openalex.org/W2923266052","https://openalex.org/W2959198282","https://openalex.org/W2962902328","https://openalex.org/W2963625095","https://openalex.org/W2972167903","https://openalex.org/W2991001143","https://openalex.org/W2991307130","https://openalex.org/W3034378854","https://openalex.org/W3058131605","https://openalex.org/W3081855733","https://openalex.org/W3128414162","https://openalex.org/W3128656856","https://openalex.org/W3134661641","https://openalex.org/W3186812636","https://openalex.org/W4236163691","https://openalex.org/W4256540590","https://openalex.org/W4285719527","https://openalex.org/W6615878068","https://openalex.org/W6640362995","https://openalex.org/W6683883671","https://openalex.org/W6751990736","https://openalex.org/W6767905578","https://openalex.org/W6770739798"],"related_works":["https://openalex.org/W2800017895","https://openalex.org/W164084225","https://openalex.org/W1488040136","https://openalex.org/W2673439860","https://openalex.org/W2376512214","https://openalex.org/W2953834959","https://openalex.org/W2384619375","https://openalex.org/W2385802244","https://openalex.org/W2348003004","https://openalex.org/W2406501863"],"abstract_inverted_index":{"The":[0,107],"AIA":[1,93],"design":[2,9,15,32,37,48,79,88,94,99,126],"thinking":[3,16,33,127],"has":[4],"been":[5],"validated":[6],"in":[7,68],"complex":[8,39,131],"tasks,":[10],"which":[11,96],"includes":[12],"three":[13],"overlapping":[14],"fields":[17],"and":[18,47,78,124,154],"uses":[19,109],"the":[20,36,51,73,92,140,144,148],"knowledge":[21,29,46,54,67,76,89,100,138],"field":[22],"theory":[23],"as":[24],"a":[25],"theoretical":[26],"mechanism":[27],"of":[28,38,53,75,146,151],"flow":[30],"among":[31],"fields.":[34],"Meanwhile,":[35],"sociotechnical":[40,132],"systems":[41],"highly":[42],"relies":[43],"on":[44,136],"multidisciplinary":[45],"methods.":[49],"Despite":[50],"emergence":[52],"management":[55],"techniques":[56],"(ontology,":[57],"expert":[58],"system,":[59],"text":[60,123],"mining,":[61],"etc.),":[62],"designers":[63],"continue":[64],"to":[65,86,115],"store":[66],"unstructured":[69],"ways.":[70],"To":[71],"facilitate":[72],"integration":[74],"graph":[77,90,121],"thinking,":[80,95],"we":[81],"introduce":[82],"an":[83,110],"integrated":[84],"approach":[85,108],"structure":[87],"with":[91],"organizes":[97],"existing":[98],"through":[101],"Agent":[102],"(concept)-Interaction":[103],"(relation)-Adaptation":[104],"(concept)":[105],"framework.":[106],"optimized":[111],"convolutional":[112],"neural":[113],"network":[114],"accomplish":[116],"two":[117],"tasks:":[118],"building":[119],"concept":[120],"from":[122],"stimulating":[125],"information":[128],"processing":[129],"for":[130],"system":[133],"tasks.":[134],"Based":[135],"our":[137],"graph,":[139],"validation":[141],"experiment":[142],"demonstrates":[143],"advantages":[145],"promoting":[147],"designer\u2019s":[149],"extension":[150],"idea":[152,155],"space":[153],"quality.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}