{"id":"https://openalex.org/W4391683355","doi":"https://doi.org/10.3390/e26020152","title":"A Multi-Information Spreading Model for One-Time Retweet Information in Complex Networks","display_name":"A Multi-Information Spreading Model for One-Time Retweet Information in Complex Networks","publication_year":2024,"publication_date":"2024-02-09","ids":{"openalex":"https://openalex.org/W4391683355","doi":"https://doi.org/10.3390/e26020152","pmid":"https://pubmed.ncbi.nlm.nih.gov/38392407"},"language":"en","primary_location":{"id":"doi:10.3390/e26020152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e26020152","pdf_url":"https://www.mdpi.com/1099-4300/26/2/152/pdf?version=1707486233","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/26/2/152/pdf?version=1707486233","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101917464","display_name":"Kaidi Zhao","orcid":"https://orcid.org/0000-0001-8081-4650"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaidi Zhao","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai 200433, China"],"raw_orcid":"https://orcid.org/0000-0001-8081-4650","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai 200433, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065303489","display_name":"Dingding Han","orcid":"https://orcid.org/0000-0001-5340-9086"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dingding Han","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai 200433, China","Shanghai Artificial Intelligence Laboratory, Shanghai 200232, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai 200433, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai 200232, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102615499","display_name":"Yihong Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihong Bao","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai 200433, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai 200433, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018455779","display_name":"Jiang-Hai Qian","orcid":"https://orcid.org/0000-0003-3736-8573"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianghai Qian","raw_affiliation_strings":["School of Mathematics and Physics, Shanghai University of Electric Power, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, Shanghai University of Electric Power, Shanghai 201306, China","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017079477","display_name":"Ruiqi Yang","orcid":"https://orcid.org/0000-0001-6256-5021"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqi Yang","raw_affiliation_strings":["School of Communication and Electronic Engineering, East China Normal University, Shanghai 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication and Electronic Engineering, East China Normal University, Shanghai 200062, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065303489","https://openalex.org/A5101917464"],"corresponding_institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210100255","https://openalex.org/I4391012619"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.4588,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56252059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"26","issue":"2","first_page":"152","last_page":"152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9995999932289124,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6862402558326721},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.656987190246582},{"id":"https://openalex.org/keywords/information-cascade","display_name":"Information cascade","score":0.5496507883071899},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.5137077569961548},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4890500009059906},{"id":"https://openalex.org/keywords/interaction-information","display_name":"Interaction information","score":0.4540104269981384},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3207475543022156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2098310887813568},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13392210006713867},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08857730031013489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6862402558326721},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.656987190246582},{"id":"https://openalex.org/C27286358","wikidata":"https://www.wikidata.org/wiki/Q6031027","display_name":"Information cascade","level":2,"score":0.5496507883071899},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.5137077569961548},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4890500009059906},{"id":"https://openalex.org/C38764148","wikidata":"https://www.wikidata.org/wiki/Q17098245","display_name":"Interaction information","level":2,"score":0.4540104269981384},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3207475543022156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2098310887813568},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13392210006713867},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08857730031013489},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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":4,"locations":[{"id":"doi:10.3390/e26020152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e26020152","pdf_url":"https://www.mdpi.com/1099-4300/26/2/152/pdf?version=1707486233","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:38392407","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38392407","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10887643","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10887643","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10887643/pdf/entropy-26-00152.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b881662d623e427a949d5ab1033f700d","is_oa":true,"landing_page_url":"https://doaj.org/article/b881662d623e427a949d5ab1033f700d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 26, Iss 2, p 152 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/e26020152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e26020152","pdf_url":"https://www.mdpi.com/1099-4300/26/2/152/pdf?version=1707486233","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2384232085","display_name":null,"funder_award_id":"12147101","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G2789936084","display_name":null,"funder_award_id":"11075057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3030300266","display_name":null,"funder_award_id":"12147101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4026168627","display_name":null,"funder_award_id":"11875133","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4269022257","display_name":null,"funder_award_id":"22JC1402500","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G4449729176","display_name":null,"funder_award_id":"11875133","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G5671719670","display_name":null,"funder_award_id":"11075057","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G6001698388","display_name":null,"funder_award_id":"22JC1402500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391683355.pdf","grobid_xml":"https://content.openalex.org/works/W4391683355.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1965661232","https://openalex.org/W1969031113","https://openalex.org/W1973031742","https://openalex.org/W1976232622","https://openalex.org/W1980868027","https://openalex.org/W2008620264","https://openalex.org/W2012559698","https://openalex.org/W2030831887","https://openalex.org/W2040938924","https://openalex.org/W2061949976","https://openalex.org/W2067527464","https://openalex.org/W2068979952","https://openalex.org/W2094935130","https://openalex.org/W2145158996","https://openalex.org/W2153267836","https://openalex.org/W2163595839","https://openalex.org/W2171031021","https://openalex.org/W2337954012","https://openalex.org/W2385834859","https://openalex.org/W2527540041","https://openalex.org/W2610328900","https://openalex.org/W2752924770","https://openalex.org/W2753108459","https://openalex.org/W2794891166","https://openalex.org/W2889533145","https://openalex.org/W2903438637","https://openalex.org/W2953588284","https://openalex.org/W2962700503","https://openalex.org/W3017078402","https://openalex.org/W3034167565","https://openalex.org/W3105472840","https://openalex.org/W3106041418","https://openalex.org/W3131971893","https://openalex.org/W3163150815","https://openalex.org/W3163426640","https://openalex.org/W4285807656","https://openalex.org/W4308207330","https://openalex.org/W4310967519"],"related_works":["https://openalex.org/W4390964098","https://openalex.org/W4296367141","https://openalex.org/W842936808","https://openalex.org/W3212925274","https://openalex.org/W4382239891","https://openalex.org/W2136482299","https://openalex.org/W2137853824","https://openalex.org/W4386598280","https://openalex.org/W2042378471","https://openalex.org/W4205619203"],"abstract_inverted_index":{"In":[0],"the":[1,7,21,59,80,93,108,139,149,158,165,168,191],"realm":[2],"of":[3,9,17,23,42,70,82,95,100,110,127,151,160,167,193],"online":[4,46],"social":[5,47],"networks,":[6],"spreading":[8,34,97,159],"information":[10,26,43,71,86,101,112,147,156,173,194],"is":[11],"influenced":[12],"by":[13,49],"a":[14,30,67,186],"complex":[15],"interplay":[16],"factors.":[18,54],"To":[19,106],"explore":[20],"dynamics":[22,109],"one-time":[24],"retweet":[25],"spreading,":[27],"we":[28,131],"propose":[29],"Susceptible-Infected-Completed":[31],"(SIC)":[32],"multi-information":[33],"model.":[35],"This":[36],"model":[37,57],"captures":[38],"how":[39],"multiple":[40,111,197],"pieces":[41,113,174],"interact":[44],"in":[45,114,196],"networks":[48,137],"introducing":[50],"inhibiting":[51],"and":[52,84,125,129,138,180],"enhancement":[53,169],"The":[55],"SIC":[56],"considers":[58],"completed":[60],"state,":[61],"where":[62],"nodes":[63,96],"cease":[64],"to":[65],"spread":[66,153,177],"particular":[68],"piece":[69,99],"after":[72],"transmitting":[73],"it.":[74],"It":[75],"also":[76],"takes":[77],"into":[78],"account":[79],"impact":[81],"past":[83],"present":[85],"received":[87],"from":[88],"neighboring":[89],"nodes,":[90],"dynamically":[91],"calculating":[92],"probability":[94],"each":[98],"at":[102],"any":[103],"given":[104],"moment.":[105],"analyze":[107],"various":[115],"scenarios,":[116],"such":[117],"as":[118],"mutual":[119],"enhancement,":[120,130],"partial":[121],"competition,":[122,124],"complete":[123],"coexistence":[126],"competition":[128,179],"conduct":[132],"experiments":[133],"on":[134],"BA":[135],"scale-free":[136],"Twitter":[140],"network.":[141],"Our":[142],"findings":[143],"reveal":[144],"that":[145],"competing":[146],"decreases":[148],"likelihood":[150],"its":[152],"while":[154],"cooperating":[155],"amplifies":[157],"mutually":[161],"beneficial":[162],"content.":[163],"Furthermore,":[164],"strength":[166],"factor":[170],"between":[171],"different":[172],"determines":[175],"their":[176],"when":[178],"cooperation":[181],"coexist.":[182],"These":[183],"insights":[184],"offer":[185],"fresh":[187],"perspective":[188],"for":[189],"understanding":[190],"patterns":[192],"propagation":[195],"contexts.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}