{"id":"https://openalex.org/W2163522780","doi":"https://doi.org/10.1017/s0890060414000614","title":"The use of analytics in the design of sociotechnical products","display_name":"The use of analytics in the design of sociotechnical products","publication_year":2014,"publication_date":"2014-08-27","ids":{"openalex":"https://openalex.org/W2163522780","doi":"https://doi.org/10.1017/s0890060414000614","mag":"2163522780"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060414000614","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060414000614","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091183810","display_name":"David Van Horn","orcid":"https://orcid.org/0000-0002-9201-6864"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Van Horn","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University at Buffalo\u2013SUNY, Buffalo, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University at Buffalo\u2013SUNY, Buffalo, New York, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011962621","display_name":"Kemper Lewis","orcid":"https://orcid.org/0000-0001-9592-9135"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kemper Lewis","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University at Buffalo\u2013SUNY, Buffalo, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University at Buffalo\u2013SUNY, Buffalo, New York, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011962621"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":6.31,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.96242888,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"29","issue":"1","first_page":"65","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.927299976348877,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9254999756813049,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sociotechnical-system","display_name":"Sociotechnical system","score":0.9486009478569031},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6751846671104431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5813271999359131},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.48695382475852966},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4789072275161743},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4701896905899048},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4434086084365845},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.43551814556121826},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.19688621163368225},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19201353192329407},{"id":"https://openalex.org/keywords/web-intelligence","display_name":"Web intelligence","score":0.14751115441322327},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.11931532621383667}],"concepts":[{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.9486009478569031},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6751846671104431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5813271999359131},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.48695382475852966},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4789072275161743},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4701896905899048},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4434086084365845},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.43551814556121826},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.19688621163368225},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19201353192329407},{"id":"https://openalex.org/C544335954","wikidata":"https://www.wikidata.org/wiki/Q2553348","display_name":"Web intelligence","level":4,"score":0.14751115441322327},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.11931532621383667},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0890060414000614","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060414000614","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309644","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W194880827","https://openalex.org/W782490488","https://openalex.org/W1604476000","https://openalex.org/W1604893953","https://openalex.org/W1965803887","https://openalex.org/W1977306523","https://openalex.org/W2000758358","https://openalex.org/W2023129939","https://openalex.org/W2024163392","https://openalex.org/W2039393780","https://openalex.org/W2051141867","https://openalex.org/W2056377845","https://openalex.org/W2064732156","https://openalex.org/W2067044951","https://openalex.org/W2068214594","https://openalex.org/W2079018405","https://openalex.org/W2086099327","https://openalex.org/W2087847938","https://openalex.org/W2088081707","https://openalex.org/W2118849499","https://openalex.org/W2122592962","https://openalex.org/W2135213710","https://openalex.org/W2137125422","https://openalex.org/W2137905288","https://openalex.org/W2141372350","https://openalex.org/W2159774142","https://openalex.org/W2161846127","https://openalex.org/W2163905866","https://openalex.org/W2173851178","https://openalex.org/W2313317619","https://openalex.org/W2315186155","https://openalex.org/W2742482874","https://openalex.org/W3122657203","https://openalex.org/W3131053373","https://openalex.org/W4246434081","https://openalex.org/W4253530923","https://openalex.org/W6636283804"],"related_works":["https://openalex.org/W2252599600","https://openalex.org/W3031462818","https://openalex.org/W4385976368","https://openalex.org/W2139279342","https://openalex.org/W1633257170","https://openalex.org/W2615638395","https://openalex.org/W211701069","https://openalex.org/W2262505815","https://openalex.org/W2411471604","https://openalex.org/W2953370833"],"abstract_inverted_index":{"Abstract":[0],"The":[1,113],"use":[2,43],"of":[3,61,99,133,136,156,165],"analytics":[4,31,48,101,145,176],"has":[5],"been":[6],"emerging":[7],"as":[8],"a":[9,82,109,116,128,134,183],"way":[10],"to":[11,40,89,107,149,187],"better":[12,41,189],"understand":[13,42],"the":[14,33,38,50,59,97,131,147,154,162,178],"complex":[15,83],"dynamics":[16],"and":[17,24,37,45,55,64,77,92,105,124,127,158,170,177,196],"resulting":[18],"trends":[19],"that":[20,118,174,192],"occur":[21],"when":[22],"social":[23],"technical":[25,56],"systems":[26,57,74,79],"intersect.":[27],"For":[28],"instance,":[29],"web":[30],"studies":[32,49],"intersection":[34],"between":[35,52],"society":[36],"Internet":[39],"patterns":[44],"preferences.":[46],"Business":[47],"interfaces":[51],"human":[53],"capital":[54],"in":[58],"context":[60],"corporate":[62],"management":[63],"industrial":[65],"production.":[66],"Engineering":[67],"design":[68,100,144,175],"is":[69,102,115,119,172],"ripe":[70],"with":[71,122],"such":[72],"sociotechnical":[73,84,111,141],"where":[75],"consumers":[76],"engineered":[78],"intersect":[80],"producing":[81],"system":[85],"marked":[86],"by":[87],"difficult":[88],"predict":[90],"behavior":[91],"trends.":[93],"In":[94],"this":[95,140],"paper,":[96],"paradigm":[98],"further":[103],"developed":[104],"used":[106],"study":[108],"diverse":[110],"product.":[112],"product":[114,142],"refrigerator":[117],"hypothetically":[120],"equipped":[121],"sensors":[123],"feedback":[125],"mechanisms,":[126],"simulator":[129],"models":[130],"interactions":[132],"population":[135],"1000":[137],"users.":[138],"Analyzing":[139],"using":[143],"demonstrates":[146],"ability":[148],"extract":[150],"valuable":[151],"insights":[152],"at":[153],"juncture":[155],"people":[157],"technology.":[159],"Insights":[160],"into":[161],"leading":[163],"behaviors":[164],"different":[166],"populations":[167],"are":[168],"presented,":[169],"it":[171],"shown":[173],"associated":[179],"tools":[180],"can":[181],"provide":[182],"platform":[184],"for":[185],"designers":[186],"develop":[188],"performing":[190],"products":[191],"meet":[193],"both":[194],"explicit":[195],"implicit":[197],"customer":[198],"needs.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
