{"id":"https://openalex.org/W2793007944","doi":"https://doi.org/10.4018/ijkdb.2018010105","title":"Sentiment Based Information Diffusion in Online Social Networks","display_name":"Sentiment Based Information Diffusion in Online Social Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2793007944","doi":"https://doi.org/10.4018/ijkdb.2018010105","mag":"2793007944"},"language":"en","primary_location":{"id":"doi:10.4018/ijkdb.2018010105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijkdb.2018010105","pdf_url":null,"source":{"id":"https://openalex.org/S113982356","display_name":"International Journal of Knowledge Discovery in Bioinformatics","issn_l":"1947-9115","issn":["1947-9115","1947-9123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge Discovery in Bioinformatics","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/A5087311929","display_name":"Mohammad Ahsan","orcid":"https://orcid.org/0000-0002-2619-6529"},"institutions":[{"id":"https://openalex.org/I36909309","display_name":"National Institute of Technology Hamirpur","ror":"https://ror.org/01nc8zs04","country_code":"IN","type":"education","lineage":["https://openalex.org/I36909309","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammad Ahsan","raw_affiliation_strings":["National Institute of Technology, Hamirpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Hamirpur, India","institution_ids":["https://openalex.org/I36909309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110612676","display_name":"Madhu Kumari","orcid":"https://orcid.org/0009-0006-2989-9883"},"institutions":[{"id":"https://openalex.org/I36909309","display_name":"National Institute of Technology Hamirpur","ror":"https://ror.org/01nc8zs04","country_code":"IN","type":"education","lineage":["https://openalex.org/I36909309","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhu Kumari","raw_affiliation_strings":["National Institute of Technology, Hamirpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Hamirpur, India","institution_ids":["https://openalex.org/I36909309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081572869","display_name":"Tajinder Singh","orcid":"https://orcid.org/0000-0002-4878-8680"},"institutions":[{"id":"https://openalex.org/I36909309","display_name":"National Institute of Technology Hamirpur","ror":"https://ror.org/01nc8zs04","country_code":"IN","type":"education","lineage":["https://openalex.org/I36909309","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tajinder Singh","raw_affiliation_strings":["National Institute of Technology, Hamirpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Hamirpur, India","institution_ids":["https://openalex.org/I36909309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026902470","display_name":"Triveni Lal Pal","orcid":"https://orcid.org/0000-0003-3183-5126"},"institutions":[{"id":"https://openalex.org/I36909309","display_name":"National Institute of Technology Hamirpur","ror":"https://ror.org/01nc8zs04","country_code":"IN","type":"education","lineage":["https://openalex.org/I36909309","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Triveni Lal Pal","raw_affiliation_strings":["National Institute of Technology, Hamirpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Hamirpur, India","institution_ids":["https://openalex.org/I36909309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.03886979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"8","issue":"1","first_page":"60","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9994999766349792,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6929374933242798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6575712561607361},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6561140418052673},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5884395241737366},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.4431777000427246},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.4231085777282715},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.42137837409973145},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3805946111679077},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3370155692100525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26079079508781433},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22413820028305054},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18942692875862122},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08359286189079285}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6929374933242798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6575712561607361},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6561140418052673},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5884395241737366},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4431777000427246},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.4231085777282715},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.42137837409973145},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3805946111679077},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3370155692100525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26079079508781433},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22413820028305054},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18942692875862122},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08359286189079285},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijkdb.2018010105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijkdb.2018010105","pdf_url":null,"source":{"id":"https://openalex.org/S113982356","display_name":"International Journal of Knowledge Discovery in Bioinformatics","issn_l":"1947-9115","issn":["1947-9115","1947-9123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge Discovery in Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W178936304","https://openalex.org/W1495512916","https://openalex.org/W1591837137","https://openalex.org/W1797037330","https://openalex.org/W1866555191","https://openalex.org/W1965056875","https://openalex.org/W1971941321","https://openalex.org/W1989324514","https://openalex.org/W1996263819","https://openalex.org/W2026318959","https://openalex.org/W2027135291","https://openalex.org/W2039839374","https://openalex.org/W2040244607","https://openalex.org/W2042421074","https://openalex.org/W2044798894","https://openalex.org/W2058719535","https://openalex.org/W2070645266","https://openalex.org/W2072322795","https://openalex.org/W2081717167","https://openalex.org/W2101196063","https://openalex.org/W2102770351","https://openalex.org/W2104144355","https://openalex.org/W2107884625","https://openalex.org/W2108424850","https://openalex.org/W2109469951","https://openalex.org/W2109603058","https://openalex.org/W2112405643","https://openalex.org/W2140540364","https://openalex.org/W2144557738","https://openalex.org/W2152900968","https://openalex.org/W2158810025","https://openalex.org/W2160183388","https://openalex.org/W2166330262","https://openalex.org/W2230539774","https://openalex.org/W2299845553","https://openalex.org/W2406116889","https://openalex.org/W2509261273","https://openalex.org/W2538660910","https://openalex.org/W2570897171","https://openalex.org/W2587240944","https://openalex.org/W2604959097","https://openalex.org/W2944081426","https://openalex.org/W3104987177","https://openalex.org/W3121315632","https://openalex.org/W3122156850"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2291261743","https://openalex.org/W2386430105","https://openalex.org/W1540119434","https://openalex.org/W4229598134","https://openalex.org/W2356521405","https://openalex.org/W2071657884","https://openalex.org/W4285126926","https://openalex.org/W2290390358","https://openalex.org/W2765982327"],"abstract_inverted_index":{"This":[0,55],"article":[1,56],"describes":[2],"how":[3,62],"social":[4],"media":[5],"has":[6],"emerged":[7],"as":[8,122],"a":[9,34,58,159],"main":[10],"vehicle":[11],"of":[12,30,37,61,78,89,125,145,162],"information":[13,31,72,113,146,163],"diffusion":[14],"among":[15],"people.":[16],"They":[17],"often":[18],"share":[19],"their":[20],"experience,":[21],"feelings":[22],"and":[23,84,112,134,149],"knowledge":[24],"through":[25],"these":[26],"channels.":[27],"Some":[28],"pieces":[29],"quickly":[32],"reach":[33],"large":[35],"number":[36,88],"people,":[38],"while":[39],"others":[40],"not.":[41],"The":[42],"authors":[43,116],"analyzed":[44],"this":[45],"variation":[46],"by":[47,94,127],"collecting":[48],"tweets":[49,92],"on":[50],"2016":[51],"U.S.":[52],"presidential":[53],"election.":[54],"gives":[57],"comprehensive":[59],"understanding":[60],"sentiment":[63,110,154],"encoded":[64],"in":[65,157],"the":[66,71,76,95,107,115,119,142],"textual":[67],"contents":[68],"can":[69],"affects":[70],"diffusion,":[73,114],"along":[74],"with":[75],"effect":[77],"content":[79,111],"features,":[80,86],"i.e.,":[81,87],"URLs,":[82],"hashtags,":[83],"contextual":[85],"followers,":[90],"followees,":[91],"generated":[93],"user":[96],"so":[97],"far,":[98],"account":[99],"age,":[100],"tweet":[101],"age.":[102],"In":[103],"order":[104],"to":[105,140],"explore":[106],"relationship":[108],"between":[109],"first":[117],"checked":[118],"features'":[120],"significance":[121],"an":[123],"indicator":[124],"diffusibility":[126],"using":[128],"random":[129],"forests.":[130],"Finally,":[131],"support":[132],"vectors":[133],"k-Neighbors":[135],"regression":[136],"models":[137],"are":[138],"used":[139],"capture":[141],"complete":[143],"dynamics":[144],"diffusion.":[147,164],"Experiments":[148],"results":[150],"clearly":[151],"reveal":[152],"that":[153],"prominently":[155],"helps":[156],"making":[158],"better":[160],"prediction":[161]},"counts_by_year":[{"year":2025,"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"}
