{"id":"https://openalex.org/W3206867203","doi":"https://doi.org/10.1109/tcss.2022.3184628","title":"Visualizing Collective Idea Generation and Innovation Processes in Social Networks","display_name":"Visualizing Collective Idea Generation and Innovation Processes in Social Networks","publication_year":2022,"publication_date":"2022-07-08","ids":{"openalex":"https://openalex.org/W3206867203","doi":"https://doi.org/10.1109/tcss.2022.3184628","mag":"3206867203"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3184628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3184628","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2110.09893","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082004327","display_name":"Yiding Cao","orcid":"https://orcid.org/0000-0002-2392-3700"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiding Cao","raw_affiliation_strings":["Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-2392-3700","affiliations":[{"raw_affiliation_string":"Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034194227","display_name":"Yingjun Dong","orcid":"https://orcid.org/0000-0002-1935-1105"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingjun Dong","raw_affiliation_strings":["Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406592","display_name":"Min-Jun Kim","orcid":"https://orcid.org/0000-0001-6192-9567"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minjun Kim","raw_affiliation_strings":["Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6192-9567","affiliations":[{"raw_affiliation_string":"Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000334658","display_name":"Neil G. MacLaren","orcid":"https://orcid.org/0000-0002-8478-8530"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil G. MacLaren","raw_affiliation_strings":["School of Management, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-8478-8530","affiliations":[{"raw_affiliation_string":"School of Management, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068774870","display_name":"Sriniwas Pandey","orcid":"https://orcid.org/0000-0001-6396-303X"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sriniwas Pandey","raw_affiliation_strings":["Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037711258","display_name":"Shelley D. Dionne","orcid":"https://orcid.org/0000-0001-6547-2672"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shelley D. Dionne","raw_affiliation_strings":["School of Management, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087106540","display_name":"Francis J. Yammarino","orcid":null},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francis J. Yammarino","raw_affiliation_strings":["School of Management, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052717630","display_name":"Hiroki Sayama","orcid":"https://orcid.org/0000-0002-2670-5864"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hiroki Sayama","raw_affiliation_strings":["Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-2670-5864","affiliations":[{"raw_affiliation_string":"Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6562,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75300966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"10","issue":"5","first_page":"2234","last_page":"2243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10970","display_name":"Team Dynamics and Performance","score":0.9896000027656555,"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/visualization","display_name":"Visualization","score":0.8098065257072449},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6349455118179321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6057013273239136},{"id":"https://openalex.org/keywords/collective-intelligence","display_name":"Collective intelligence","score":0.5464053750038147},{"id":"https://openalex.org/keywords/tag-cloud","display_name":"Tag cloud","score":0.5242139101028442},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.48290514945983887},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.48044678568840027},{"id":"https://openalex.org/keywords/collective-behavior","display_name":"Collective behavior","score":0.4658058285713196},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4569573402404785},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.45382392406463623},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4222766160964966},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3389129340648651},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.27269190549850464},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2602851986885071},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.21240541338920593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19434842467308044},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1875482201576233},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10504171252250671}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8098065257072449},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6349455118179321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6057013273239136},{"id":"https://openalex.org/C89057211","wikidata":"https://www.wikidata.org/wiki/Q432197","display_name":"Collective intelligence","level":2,"score":0.5464053750038147},{"id":"https://openalex.org/C26983874","wikidata":"https://www.wikidata.org/wiki/Q263864","display_name":"Tag cloud","level":3,"score":0.5242139101028442},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.48290514945983887},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.48044678568840027},{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.4658058285713196},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4569573402404785},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.45382392406463623},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4222766160964966},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3389129340648651},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27269190549850464},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2602851986885071},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.21240541338920593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19434842467308044},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1875482201576233},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10504171252250671},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcss.2022.3184628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3184628","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2110.09893","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.09893","pdf_url":"https://arxiv.org/pdf/2110.09893","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2110.09893","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.09893","pdf_url":"https://arxiv.org/pdf/2110.09893","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5006006034","display_name":null,"funder_award_id":"1734147","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W85047175","https://openalex.org/W1588816330","https://openalex.org/W1627196170","https://openalex.org/W1880262756","https://openalex.org/W1971878299","https://openalex.org/W1982504266","https://openalex.org/W2000597006","https://openalex.org/W2001542951","https://openalex.org/W2033286433","https://openalex.org/W2046144880","https://openalex.org/W2067003459","https://openalex.org/W2068221441","https://openalex.org/W2068933093","https://openalex.org/W2072017791","https://openalex.org/W2082842666","https://openalex.org/W2091326097","https://openalex.org/W2093382691","https://openalex.org/W2104075446","https://openalex.org/W2109857088","https://openalex.org/W2112090702","https://openalex.org/W2116077745","https://openalex.org/W2119193164","https://openalex.org/W2121418890","https://openalex.org/W2121466717","https://openalex.org/W2121656285","https://openalex.org/W2122309512","https://openalex.org/W2122539763","https://openalex.org/W2127160513","https://openalex.org/W2128721751","https://openalex.org/W2129539485","https://openalex.org/W2130350617","https://openalex.org/W2131744502","https://openalex.org/W2133934472","https://openalex.org/W2136134760","https://openalex.org/W2144045093","https://openalex.org/W2148273052","https://openalex.org/W2159012497","https://openalex.org/W2169935170","https://openalex.org/W2170016732","https://openalex.org/W2187089797","https://openalex.org/W2212107515","https://openalex.org/W2279424030","https://openalex.org/W2295124130","https://openalex.org/W2338431235","https://openalex.org/W2480068437","https://openalex.org/W2513289677","https://openalex.org/W2523776954","https://openalex.org/W2571450253","https://openalex.org/W2625126745","https://openalex.org/W2626959846","https://openalex.org/W2781723812","https://openalex.org/W2795698421","https://openalex.org/W2802772536","https://openalex.org/W2809059181","https://openalex.org/W2882319491","https://openalex.org/W2895526338","https://openalex.org/W2898683441","https://openalex.org/W2900543947","https://openalex.org/W2905653271","https://openalex.org/W2920352970","https://openalex.org/W2949547296","https://openalex.org/W2963514026","https://openalex.org/W2972916245","https://openalex.org/W2985476178","https://openalex.org/W3006924099","https://openalex.org/W3023249839","https://openalex.org/W3034596998","https://openalex.org/W3121150962","https://openalex.org/W3123443084","https://openalex.org/W3210695470","https://openalex.org/W4231510805","https://openalex.org/W4247974544","https://openalex.org/W4250286629","https://openalex.org/W4251395713","https://openalex.org/W6639619044","https://openalex.org/W6679775712","https://openalex.org/W6751559851"],"related_works":["https://openalex.org/W2136458804","https://openalex.org/W4206518995","https://openalex.org/W2089289167","https://openalex.org/W2978543040","https://openalex.org/W64045069","https://openalex.org/W1621496426","https://openalex.org/W2337136075","https://openalex.org/W4289023152","https://openalex.org/W1985359699","https://openalex.org/W2513872756"],"abstract_inverted_index":{"Collective":[0],"idea":[1,40,66,72,88,113],"generation":[2,41],"and":[3,8,24,42,45,69,74,90,96,136,141],"innovation":[4,43],"processes":[5,44],"are":[6,94],"complex":[7],"dynamic,":[9],"involving":[10],"a":[11],"large":[12],"amount":[13],"of":[14,119],"qualitative":[15],"narrative":[16],"information":[17],"that":[18,102],"is":[19,58,79,107],"difficult":[20],"to":[21,48],"monitor,":[22],"analyze,":[23],"visualize":[25],"using":[26],"traditional":[27],"methods.":[28],"In":[29],"this":[30],"study,":[31],"we":[32],"developed":[33],"three":[34],"new":[35],"visualization":[36,57,78,106],"methods":[37],"for":[38],"collective":[39,65],"applied":[46],"them":[47],"data":[49],"from":[50],"online":[51],"social":[52,117,127,145],"network":[53],"experiments.":[54],"The":[55,76,104],"first":[56],"the":[59,80,87,108,116,120,144],"Idea":[60,81,109],"Cloud,":[61],"which":[62,83,111],"helps":[63,84],"monitor":[64],"posting":[67],"activity":[68],"intuitively":[70],"tracks":[71],"clustering":[73],"transition.":[75],"second":[77],"Geography,":[82],"understand":[85],"how":[86,97,126],"space":[89],"its":[91],"utility":[92],"landscape":[93],"structured":[95],"collaboration":[98],"was":[99],"performed":[100],"in":[101,143],"space.":[103],"third":[105],"Network,":[110],"connects":[112],"dynamics":[114],"with":[115],"structure":[118],"people":[121],"who":[122],"generated":[123],"them,":[124],"displaying":[125],"influence":[128],"among":[129],"neighbors":[130],"may":[131],"have":[132],"affected":[133],"collaborative":[134],"activities":[135],"where":[137],"innovative":[138],"ideas":[139],"arose":[140],"spread":[142],"network.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
