{"id":"https://openalex.org/W4403295004","doi":"https://doi.org/10.1109/tcss.2024.3463428","title":"Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology","display_name":"Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403295004","doi":"https://doi.org/10.1109/tcss.2024.3463428"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3463428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3463428","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","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/A5002223818","display_name":"Rong Wang","orcid":"https://orcid.org/0000-0002-7963-1766"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Wang","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7963-1766","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111346849","display_name":"Kexin Ma","orcid":"https://orcid.org/0009-0002-7091-6383"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Ma","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0002-7091-6383","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113427462","display_name":"Xiaole Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaole Guo","raw_affiliation_strings":["School of HKU Business, The University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0009-0001-3842-2562","affiliations":[{"raw_affiliation_string":"School of HKU Business, The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049525478","display_name":"Shihong Wei","orcid":"https://orcid.org/0009-0008-1211-2751"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihong Wei","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0008-1211-2751","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113427463","display_name":"Zhiwei Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Wang","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0000-7597-705X","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031393277","display_name":"Tun Li","orcid":"https://orcid.org/0000-0002-7190-0167"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tun Li","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7190-0167","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076892263","display_name":"Yunpeng Xiao","orcid":"https://orcid.org/0000-0002-2846-3571"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Xiao","raw_affiliation_strings":["School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2846-3571","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3892,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84377243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"12","issue":"1","first_page":"390","last_page":"403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9462000131607056,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9462000131607056,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9402999877929688,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9276000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/derivative","display_name":"Derivative (finance)","score":0.5516268014907837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5373695492744446},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3313622772693634},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32460829615592957},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11199185252189636}],"concepts":[{"id":"https://openalex.org/C111771559","wikidata":"https://www.wikidata.org/wiki/Q66295","display_name":"Derivative (finance)","level":2,"score":0.5516268014907837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5373695492744446},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3313622772693634},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32460829615592957},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11199185252189636},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3463428","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3463428","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G3496534629","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0329","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G8569280878","display_name":"\u9762\u5411\u201c\u8c23\u8a00-\u8f9f\u8c23-\u4fc3\u8c23\u201d\u535a\u5f08\u5173\u7cfb\u7684\u793e\u4ea4\u7f51\u7edc\u8c23\u8a00\u4fe1\u606f\u4f20\u64ad\u673a\u5236\u7814\u7a76","funder_award_id":"62072066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8963151118","display_name":null,"funder_award_id":"62006032","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/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2266724080","https://openalex.org/W2281420995","https://openalex.org/W2472664708","https://openalex.org/W2594655433","https://openalex.org/W2608904808","https://openalex.org/W2753992489","https://openalex.org/W2790055649","https://openalex.org/W2804441437","https://openalex.org/W2897059220","https://openalex.org/W2916852336","https://openalex.org/W2940589961","https://openalex.org/W2946793611","https://openalex.org/W2955638180","https://openalex.org/W2964292644","https://openalex.org/W2972814244","https://openalex.org/W2990531287","https://openalex.org/W2993565055","https://openalex.org/W3000586685","https://openalex.org/W3008137362","https://openalex.org/W3024507639","https://openalex.org/W3113822649","https://openalex.org/W3123539558","https://openalex.org/W3129702347","https://openalex.org/W3192495087","https://openalex.org/W3193636452","https://openalex.org/W3211251045","https://openalex.org/W3212224018","https://openalex.org/W4225767175","https://openalex.org/W4286579120","https://openalex.org/W4287888675","https://openalex.org/W4293812169","https://openalex.org/W4312602323","https://openalex.org/W6714003741","https://openalex.org/W6728711331"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"As":[0],"topics":[1,32,40,86,221],"evolve":[2],"during":[3],"the":[4,16,52,113,120,128,150,157,164,172,196,203,205,210,216,229],"dissemination":[5,20,67,140,217,230],"process,":[6],"their":[7],"derivative":[8,39,123,220,233],"characteristics":[9],"play":[10],"an":[11,137],"important":[12],"role":[13],"in":[14,21,135,181,222],"revealing":[15],"mechanism":[17],"of":[18,30,84,90,115,122,174,212,219,232],"topic":[19,66],"social":[22,75,182,223],"networks.":[23],"Due":[24],"to":[25,34,38,51,100,110,126,155,202],"users\u2019":[26,81],"cognitive":[27,46,175],"inertia,":[28],"followers":[29],"antecedent":[31,85,107,116],"tend":[33],"pay":[35],"more":[36],"attention":[37,179],"than":[41],"ordinary":[42],"users,":[43],"and":[44,74,87,109,131,166,177],"this":[45,60],"inertia":[47,176],"is":[48,98,146,153],"directly":[49],"related":[50],"correlation":[53],"between":[54,130],"these":[55],"two":[56],"topics.":[57,91,124,234],"Based":[58],"on":[59,70,215],"finding,":[61],"we":[62,184],"propose":[63],"a":[64,93,102,186],"derivation":[65,73,89],"model":[68,97,141,191,206],"based":[69],"iterative":[71,138],"multitopic":[72,133,139],"psychology,":[76,183],"taking":[77],"into":[78],"full":[79],"consideration":[80],"emotional":[82],"accumulation":[83,118],"repeated":[88],"First,":[92],"multiple":[94],"linear":[95],"regression":[96],"used":[99],"construct":[101,185],"metric":[103],"algorithm":[104],"for":[105],"user":[106,187],"sentiment":[108,117],"effectively":[111,208],"analyze":[112,127],"dynamics":[114,231],"affecting":[119],"spread":[121],"Second,":[125],"interactions":[129],"within":[132],"layers":[134],"full,":[136],"iterative-susceptible":[142],"infectious":[143],"recovery":[144],"(SIR)":[145],"proposed.":[147],"In":[148],"addition,":[149],"association":[151,165],"degree":[152],"introduced":[154],"define":[156],"cross-model":[158,197],"state":[159,198],"transition":[160,199],"equation":[161],"by":[162],"considering":[163,171],"differences":[167],"among":[168],"multitopics.":[169],"Last,":[170],"influence":[173,211],"\u201ccontinuous":[178],"psychology\u201d":[180],"psychology-based":[188],"driving":[189],"force":[190],"which":[192],"can":[193,207],"further":[194],"improve":[195],"equation.":[200],"According":[201],"experiments,":[204],"reveal":[209],"different":[213],"factors":[214],"trend":[218],"networks,":[224],"as":[225,227],"well":[226],"depict":[228]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
