{"id":"https://openalex.org/W2788974574","doi":"https://doi.org/10.1145/3178876.3186121","title":"Demarcating Endogenous and Exogenous Opinion Diffusion Process on Social Networks","display_name":"Demarcating Endogenous and Exogenous Opinion Diffusion Process on Social Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2788974574","doi":"https://doi.org/10.1145/3178876.3186121","mag":"2788974574"},"language":"en","primary_location":{"id":"doi:10.1145/3178876.3186121","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3178876.3186121","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186121&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3186121&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026269420","display_name":"Abir De","orcid":"https://orcid.org/0000-0002-9062-3636"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abir De","raw_affiliation_strings":["IIT Kharagpur, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046910575","display_name":"Sourangshu Bhattacharya","orcid":"https://orcid.org/0000-0001-5220-1881"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourangshu Bhattacharya","raw_affiliation_strings":["IIT Kharagpur, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073812421","display_name":"Niloy Ganguly","orcid":"https://orcid.org/0000-0002-3967-186X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Niloy Ganguly","raw_affiliation_strings":["IIT Kharagpur, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":1.538,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.82539041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"549","last_page":"558"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"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/T11804","display_name":"Quantum many-body systems","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.726662278175354},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.5988389849662781},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5543187260627747},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5466547012329102},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4949597716331482},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4806429445743561},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.41156184673309326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3208048939704895},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15394610166549683},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.139857679605484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.726662278175354},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.5988389849662781},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5543187260627747},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5466547012329102},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4949597716331482},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4806429445743561},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.41156184673309326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3208048939704895},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15394610166549683},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.139857679605484},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3178876.3186121","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3178876.3186121","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186121&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3178876.3186121","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3178876.3186121","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186121&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2788974574.pdf","grobid_xml":"https://content.openalex.org/works/W2788974574.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W980795213","https://openalex.org/W1510643503","https://openalex.org/W1680189815","https://openalex.org/W1724705265","https://openalex.org/W1771852678","https://openalex.org/W1930126570","https://openalex.org/W1938602245","https://openalex.org/W1979119178","https://openalex.org/W1979962887","https://openalex.org/W1983818015","https://openalex.org/W1991442303","https://openalex.org/W1996294374","https://openalex.org/W1998300354","https://openalex.org/W1998692453","https://openalex.org/W2001998713","https://openalex.org/W2004621158","https://openalex.org/W2006915310","https://openalex.org/W2018005216","https://openalex.org/W2019579651","https://openalex.org/W2020433780","https://openalex.org/W2020677283","https://openalex.org/W2027054069","https://openalex.org/W2034235887","https://openalex.org/W2051510192","https://openalex.org/W2057340373","https://openalex.org/W2070265169","https://openalex.org/W2075102180","https://openalex.org/W2081753990","https://openalex.org/W2090270891","https://openalex.org/W2098432798","https://openalex.org/W2099071366","https://openalex.org/W2099589402","https://openalex.org/W2108646579","https://openalex.org/W2108875766","https://openalex.org/W2109603058","https://openalex.org/W2109742433","https://openalex.org/W2113096089","https://openalex.org/W2129919379","https://openalex.org/W2132555912","https://openalex.org/W2135464179","https://openalex.org/W2160323368","https://openalex.org/W2179502718","https://openalex.org/W2182381138","https://openalex.org/W2192783609","https://openalex.org/W2224230253","https://openalex.org/W2299225019","https://openalex.org/W2337540978","https://openalex.org/W2338504097","https://openalex.org/W2404281481","https://openalex.org/W2489406233","https://openalex.org/W2500139799","https://openalex.org/W2502413221","https://openalex.org/W2537621299","https://openalex.org/W2593709449","https://openalex.org/W2604992511","https://openalex.org/W2737428849","https://openalex.org/W2740709407","https://openalex.org/W2760852995","https://openalex.org/W2767956902","https://openalex.org/W2774944966","https://openalex.org/W3101293471","https://openalex.org/W3103064922","https://openalex.org/W3118655244","https://openalex.org/W3124796528","https://openalex.org/W4205184193","https://openalex.org/W4211186029","https://openalex.org/W4251061641"],"related_works":["https://openalex.org/W2358804928","https://openalex.org/W4225710828","https://openalex.org/W1998528887","https://openalex.org/W2965538880","https://openalex.org/W1601893083","https://openalex.org/W2528370785","https://openalex.org/W4200335562","https://openalex.org/W2861933770","https://openalex.org/W2361145238","https://openalex.org/W2371267447"],"abstract_inverted_index":{"The":[0],"networked":[1],"opinion":[2,44,87,111,168,216,245],"diffusion":[3],"in":[4,107,110,135,171,179,197,213],"online":[5,239],"social":[6,25],"networks":[7],"(OSN)":[8],"is":[9,46],"governed":[10],"by":[11,21,35,48,129],"the":[12,22,72,95,125,150,163,167,181,193,226,237,244],"two":[13,52],"genres":[14],"of":[15,24,77,144,152,175,195,215,228,231],"opinions-endogenous":[16],"opinions":[17,31,60,126,194],"that":[18,123],"are":[19,33,65],"driven":[20],"influence":[23],"contacts":[26],"between":[27],"users,":[28,105,233],"and":[29,61,69,79,127,137,158],"exogenous":[30,73,80,187],"which":[32,106,180,234],"formed":[34],"external":[36],"effects":[37],"like":[38],"news,":[39],"feeds":[40],"etc.":[41],"Such":[42],"duplex":[43],"dynamics":[45,246],"led":[47],"users":[49,55,63,128,184],"belonging":[50],"to":[51,67,86,102,191],"categories-":[53],"organic":[54],"who":[56,64],"generally":[57],"post":[58,71,186],"endogenous":[59,78],"extrinsic":[62,104,183],"susceptible":[66],"externalities,":[68],"mostly":[70],"messages.":[74,146],"Precise":[75],"demarcation":[76],"messages":[81,188],"offers":[82,208],"an":[83],"important":[84],"cue":[85],"modeling,":[88],"thereby":[89],"enhancing":[90],"its":[91],"predictive":[92],"performance.":[93],"On":[94,201],"other":[96],"hand,":[97],"accurate":[98],"user":[99,138],"selection":[100],"aids":[101],"detect":[103],"turn":[108],"helps":[109],"shaping.":[112],"In":[113],"this":[114],"paper,":[115],"we":[116,148,165],"design":[117],"CherryPick,":[118],"a":[119,131,141,172,198,209,229],"novel":[120,173],"learning":[121],"machinery":[122],"classifies":[124],"solving":[130],"joint":[132],"inference":[133],"task":[134],"message":[136],"set,":[139],"from":[140,155,205],"temporal":[142],"stream":[143],"sentiment":[145],"Furthermore,":[147,221],"validate":[149],"efficacy":[151],"our":[153],"proposal":[154],"both":[156],"modeling":[157],"shaping":[159,169,240],"perspectives.":[160],"Moreover,":[161],"for":[162],"latter,":[164],"formulate":[166],"problem":[170],"framework":[174],"stochastic":[176],"optimal":[177],"control,":[178],"selected":[182],"optimally":[185],"so":[189],"as":[190],"guide":[192],"others":[196],"desired":[199],"way.":[200],"five":[202],"datasets":[203],"crawled":[204],"Twitter,":[206],"CherryPick":[207],"significant":[210],"accuracy":[211],"boost":[212],"terms":[214],"forecasting,":[217],"against":[218],"several":[219,250],"competitors.":[220],"it":[222],"can":[223],"precisely":[224],"determine":[225],"quality":[227],"set":[230],"control":[232],"together":[235],"with":[236],"proposed":[238],"strategy,":[241],"consistently":[242],"steers":[243],"more":[247],"effectively":[248],"than":[249],"state-of-the-art":[251],"baselines.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}