{"id":"https://openalex.org/W2295812470","doi":"https://doi.org/10.1145/2567948.2577298","title":"Collective attention to social media evolves according to diffusion models","display_name":"Collective attention to social media evolves according to diffusion models","publication_year":2014,"publication_date":"2014-04-07","ids":{"openalex":"https://openalex.org/W2295812470","doi":"https://doi.org/10.1145/2567948.2577298","mag":"2295812470"},"language":"en","primary_location":{"id":"doi:10.1145/2567948.2577298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567948.2577298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Conference on World Wide Web","raw_type":"proceedings-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/A5003875445","display_name":"Christian Bauckhage","orcid":"https://orcid.org/0000-0001-6615-2128"},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christian Bauckhage","raw_affiliation_strings":["Fraunhofer IAIS, Sankt Augustin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IAIS, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037636074","display_name":"Kristian Kersting","orcid":"https://orcid.org/0000-0002-2873-9152"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kristian Kersting","raw_affiliation_strings":["TU Dortmund University, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022098383","display_name":"Bashir Rastegarpanah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bashir Rastegarpanah","raw_affiliation_strings":["Fraunhofer IAIS, Sankt Augustin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IAIS, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003875445"],"corresponding_institution_ids":["https://openalex.org/I4210144576"],"apc_list":null,"apc_paid":null,"fwci":4.8698,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9510552,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9997000098228455,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.8282408714294434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.673248291015625},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6719275712966919},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5129008293151855},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.5005195140838623},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47306501865386963},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.41248926520347595},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21868109703063965},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11480981111526489}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8282408714294434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.673248291015625},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6719275712966919},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5129008293151855},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.5005195140838623},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47306501865386963},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.41248926520347595},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21868109703063965},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11480981111526489},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2567948.2577298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567948.2577298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Conference on World Wide Web","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/393268","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/393268","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W108044044","https://openalex.org/W2058465497","https://openalex.org/W2184179640","https://openalex.org/W2265720734","https://openalex.org/W2530449989","https://openalex.org/W4253543067","https://openalex.org/W6665199684"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4312622923","https://openalex.org/W1977056376","https://openalex.org/W2728430307","https://openalex.org/W1990545028","https://openalex.org/W2107786128","https://openalex.org/W2735469505","https://openalex.org/W2048368023","https://openalex.org/W2484264353","https://openalex.org/W4237944947"],"abstract_inverted_index":{"We":[0],"investigate":[1],"patterns":[2],"of":[3,5,96],"adoption":[4,95],"175":[6],"social":[7,69],"media":[8,70],"services":[9],"and":[10,56,63,72,84,86],"Web":[11],"businesses":[12],"using":[13,45],"data":[14,62],"from":[15,26],"Google":[16],"Trends.":[17],"For":[18],"each":[19],"service,":[20],"we":[21,43],"collect":[22],"aggregated":[23],"search":[24],"frequencies":[25],"45":[27],"countries":[28],"as":[29,31],"well":[30],"global":[32],"averages.":[33],"This":[34],"results":[35],"in":[36,74],"more":[37],"than":[38],"8.000":[39],"time":[40],"series":[41],"which":[42],"analyze":[44],"economic":[46],"diffusion":[47],"models.":[48],"The":[49],"models":[50],"are":[51],"found":[52],"to":[53,60,68],"provide":[54],"accurate":[55],"statistically":[57],"significant":[58],"fits":[59],"the":[61,94],"show":[64],"that":[65,92],"collective":[66],"attention":[67],"grows":[71],"subsides":[73],"a":[75],"highly":[76],"regular":[77],"manner.":[78],"Regularities":[79],"persist":[80],"across":[81],"regions,":[82],"cultures,":[83],"topics":[85],"thus":[87],"hint":[88],"at":[89],"general":[90],"mechanisms":[91],"govern":[93],"Web-based":[97],"services.":[98]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
