{"id":"https://openalex.org/W2137052698","doi":"https://doi.org/10.1109/tc.2013.2295802","title":"A Sword with Two Edges: Propagation Studies on Both Positive and Negative Information in Online Social Networks","display_name":"A Sword with Two Edges: Propagation Studies on Both Positive and Negative Information in Online Social Networks","publication_year":2014,"publication_date":"2014-01-31","ids":{"openalex":"https://openalex.org/W2137052698","doi":"https://doi.org/10.1109/tc.2013.2295802","mag":"2137052698"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2013.2295802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2013.2295802","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","0016-9340","1557-9956","2326-3814"],"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 Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/A_sword_with_two_edges_Propagation_studies_on_both_positive_and_negative_information_in_online_social_networks/20912980","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076576641","display_name":"Sheng Wen","orcid":"https://orcid.org/0000-0003-0655-666X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sheng Wen","raw_affiliation_strings":["School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015231772","display_name":"Mohammad Sayad Haghighi","orcid":"https://orcid.org/0000-0003-1042-837X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammad Sayad Haghighi","raw_affiliation_strings":["School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408327","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0001-9650-6978"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666554","display_name":"Yang Xiang","orcid":"https://orcid.org/0000-0001-5252-0831"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Xiang","raw_affiliation_strings":["School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051406984","display_name":"Wanlei Zhou","orcid":"https://orcid.org/0000-0002-1680-2521"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanlei Zhou","raw_affiliation_strings":["School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology , Deakin University, 221 Burwood Hwy, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051803761","display_name":"Weijia Jia","orcid":"https://orcid.org/0000-0002-0231-3196"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijia Jia","raw_affiliation_strings":["Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0977,"has_fulltext":false,"cited_by_count":185,"citation_normalized_percentile":{"value":0.97683742,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"64","issue":"3","first_page":"640","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9980000257492065,"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":0.6807117462158203},{"id":"https://openalex.org/keywords/negative-information","display_name":"Negative information","score":0.517308235168457},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5069718360900879},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4564012587070465},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4560321867465973},{"id":"https://openalex.org/keywords/hearsay","display_name":"Hearsay","score":0.45484742522239685},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.43712177872657776},{"id":"https://openalex.org/keywords/superposition-principle","display_name":"Superposition principle","score":0.43458291888237},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.356622576713562},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3525844216346741},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2626824378967285},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.25033944845199585},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.249294251203537},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18705186247825623},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12132954597473145},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11655521392822266}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6807117462158203},{"id":"https://openalex.org/C3018121129","wikidata":"https://www.wikidata.org/wiki/Q2122243","display_name":"Negative information","level":2,"score":0.517308235168457},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5069718360900879},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4564012587070465},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4560321867465973},{"id":"https://openalex.org/C2780066029","wikidata":"https://www.wikidata.org/wiki/Q1211464","display_name":"Hearsay","level":2,"score":0.45484742522239685},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.43712177872657776},{"id":"https://openalex.org/C27753989","wikidata":"https://www.wikidata.org/wiki/Q284885","display_name":"Superposition principle","level":2,"score":0.43458291888237},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.356622576713562},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3525844216346741},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2626824378967285},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.25033944845199585},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.249294251203537},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18705186247825623},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12132954597473145},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11655521392822266},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tc.2013.2295802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2013.2295802","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","0016-9340","1557-9956","2326-3814"],"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 Computers","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30077754","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20912980","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_sword_with_two_edges_Propagation_studies_on_both_positive_and_negative_information_in_online_social_networks/20912980","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:dca34afb-be43-4296-bfd8-0f7ae83c70b6/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/442636","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Computers, Vol. 64, no. 3 (Mar 2015), pp. 640-653","raw_type":null}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20912980","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_sword_with_two_edges_Propagation_studies_on_both_positive_and_negative_information_in_online_social_networks/20912980","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6800000071525574,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W170560239","https://openalex.org/W1502487903","https://openalex.org/W1512602432","https://openalex.org/W1545554445","https://openalex.org/W1564025607","https://openalex.org/W1567923358","https://openalex.org/W1973556323","https://openalex.org/W1977690138","https://openalex.org/W1977726174","https://openalex.org/W1978136502","https://openalex.org/W2015404705","https://openalex.org/W2026252652","https://openalex.org/W2034279876","https://openalex.org/W2050642268","https://openalex.org/W2061820396","https://openalex.org/W2065164788","https://openalex.org/W2073457560","https://openalex.org/W2075594102","https://openalex.org/W2078069521","https://openalex.org/W2092994772","https://openalex.org/W2100734403","https://openalex.org/W2101196063","https://openalex.org/W2101233030","https://openalex.org/W2101420429","https://openalex.org/W2107510910","https://openalex.org/W2107933610","https://openalex.org/W2112519645","https://openalex.org/W2113496760","https://openalex.org/W2119914327","https://openalex.org/W2139297408","https://openalex.org/W2143244831","https://openalex.org/W2146910660","https://openalex.org/W2153204928","https://openalex.org/W2169340049","https://openalex.org/W2395439732","https://openalex.org/W2949683268","https://openalex.org/W4232212779","https://openalex.org/W6676365459"],"related_works":["https://openalex.org/W4254826916","https://openalex.org/W2167277501","https://openalex.org/W4243046014","https://openalex.org/W4250372721","https://openalex.org/W4240620134","https://openalex.org/W4240641279","https://openalex.org/W4252442576","https://openalex.org/W4294324127","https://openalex.org/W2230562287","https://openalex.org/W4250872622"],"abstract_inverted_index":{"Online":[0],"social":[1,33,150],"networks":[2],"(OSN)":[3],"have":[4,42,189],"become":[5],"one":[6,64],"of":[7,63,66,76,84,87,117,135,171,206],"the":[8,61,70,85,114,121,149,168,172,178,185,199,203],"major":[9],"platforms":[10],"for":[11],"people":[12,123],"to":[13,45,69,93,143,177],"exchange":[14],"information.":[15,67],"Both":[16],"positive":[17,79],"information":[18,26,80,174],"(e.g.,":[19,27],"ideas,":[20],"news":[21],"and":[22,24,29,57,78,167],"opinions)":[23],"negative":[25,77],"rumors":[28],"gossips)":[30],"spreading":[31],"in":[32,55,140],"media":[34],"can":[35,112],"greatly":[36],"influence":[37],"our":[38,207],"lives.":[39],"Previously,":[40],"researchers":[41],"proposed":[43],"models":[44],"understand":[46],"their":[47],"propagation":[48,154,179],"dynamics.":[49],"However,":[50],"those":[51],"were":[52],"merely":[53],"simulations":[54,196],"nature":[56],"only":[58],"focused":[59],"on":[60,153,192,198],"spread":[62,75,118],"type":[65],"Due":[68],"human-related":[71],"factors":[72,162],"involved,":[73],"simultaneous":[74],"cannot":[81],"be":[82],"thought":[83],"superposition":[86],"two":[88],"independent":[89],"propagations.":[90],"In":[91],"order":[92],"fix":[94],"these":[95],"deficiencies,":[96],"we":[97],"propose":[98],"an":[99],"analytical":[100],"model":[101],"which":[102],"is":[103,133],"built":[104],"stochastically":[105],"from":[106],"a":[107],"node":[108],"level":[109],"up.":[110],"It":[111],"present":[113],"temporal":[115],"dynamics":[116],"such":[119,163,183],"as":[120,164,184],"time":[122,170],"check":[124],"newly":[125],"arrived":[126],"messages":[127],"or":[128,145],"forward":[129],"them.":[130],"Moreover,":[131],"it":[132],"capable":[134],"capturing":[136],"people\u2019s":[137,165],"behavioral":[138],"differences":[139],"preferring":[141],"what":[142],"believe":[144],"disbelieve.":[146],"We":[147,158],"studied":[148],"parameters":[151],"impact":[152,191],"using":[155],"this":[156],"model.":[157,208],"found":[159],"that":[160],"some":[161,181],"preference":[166],"injection":[169],"opposing":[173],"are":[175],"critical":[176],"but":[180],"others":[182],"hearsay":[186],"forwarding":[187],"intention":[188],"little":[190],"it.":[193],"The":[194],"extensive":[195],"conducted":[197],"real":[200],"topologies":[201],"confirm":[202],"high":[204],"accuracy":[205]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":33},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}