{"id":"https://openalex.org/W4413318163","doi":"https://doi.org/10.1007/s44443-025-00207-y","title":"Node importance ranking for influence maximization in social networks","display_name":"Node importance ranking for influence maximization in social networks","publication_year":2025,"publication_date":"2025-08-19","ids":{"openalex":"https://openalex.org/W4413318163","doi":"https://doi.org/10.1007/s44443-025-00207-y"},"language":"en","primary_location":{"id":"doi:10.1007/s44443-025-00207-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00207-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00207-y.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00207-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101865958","display_name":"Wenjing Yang","orcid":"https://orcid.org/0000-0001-9866-5286"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjing Yang","raw_affiliation_strings":["School of Information Science and Technology, Northwest University, Xi\u2019an, 710000, China","School of Information Science and Technology, Northwest University, Xi'an, 710000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northwest University, Xi\u2019an, 710000, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"School of Information Science and Technology, Northwest University, Xi'an, 710000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345201","display_name":"Qing Liu","orcid":"https://orcid.org/0000-0002-2996-6816"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Liu","raw_affiliation_strings":["School of Information Science and Technology, Northwest University, Xi\u2019an, 710000, China","School of Information Science and Technology, Northwest University, Xi'an, 710000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northwest University, Xi\u2019an, 710000, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"School of Information Science and Technology, Northwest University, Xi'an, 710000, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101641171","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-5758-9552"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Information Science and Technology, Northwest University, Xi\u2019an, 710000, China","School of Information Science and Technology, Northwest University, Xi'an, 710000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northwest University, Xi\u2019an, 710000, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"School of Information Science and Technology, Northwest University, Xi'an, 710000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101865958"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17066281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":"7","first_page":null,"last_page":null},"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":0.9986000061035156,"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/T10557","display_name":"Social Media and Politics","score":0.9437999725341797,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/ranking","display_name":"Ranking (information retrieval)","score":0.7843738794326782},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.7714743614196777},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7073454856872559},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5034839510917664},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2438637912273407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24193459749221802},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.15654650330543518},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09781572222709656}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7843738794326782},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.7714743614196777},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7073454856872559},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5034839510917664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2438637912273407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24193459749221802},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.15654650330543518},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09781572222709656},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44443-025-00207-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00207-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00207-y.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cf831038b0de48ce8a2d72b75dd3c592","is_oa":true,"landing_page_url":"https://doaj.org/article/cf831038b0de48ce8a2d72b75dd3c592","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 7, Pp 1-23 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44443-025-00207-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00207-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00207-y.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413318163.pdf","grobid_xml":"https://content.openalex.org/works/W4413318163.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W633744573","https://openalex.org/W1971937094","https://openalex.org/W2061820396","https://openalex.org/W2066636486","https://openalex.org/W2108614537","https://openalex.org/W2108858998","https://openalex.org/W2133131640","https://openalex.org/W2141403143","https://openalex.org/W2142517301","https://openalex.org/W2152430833","https://openalex.org/W2166470254","https://openalex.org/W2887986896","https://openalex.org/W2910579801","https://openalex.org/W2964164193","https://openalex.org/W2995878843","https://openalex.org/W3003240653","https://openalex.org/W3005526859","https://openalex.org/W3007464143","https://openalex.org/W3016761853","https://openalex.org/W3036415378","https://openalex.org/W3038659392","https://openalex.org/W3098742898","https://openalex.org/W3123516612","https://openalex.org/W3128140448","https://openalex.org/W3138435577","https://openalex.org/W4210363624","https://openalex.org/W4246941204","https://openalex.org/W4311881958","https://openalex.org/W4312893852","https://openalex.org/W4317745783","https://openalex.org/W4320005487","https://openalex.org/W4322731230","https://openalex.org/W4365503227","https://openalex.org/W4380630457","https://openalex.org/W4386104520","https://openalex.org/W4386933099","https://openalex.org/W4387846927","https://openalex.org/W4391106251","https://openalex.org/W4391342915","https://openalex.org/W4392357516","https://openalex.org/W4392729267","https://openalex.org/W4396542833","https://openalex.org/W4401232271","https://openalex.org/W4402042710","https://openalex.org/W4403989856","https://openalex.org/W4405869463","https://openalex.org/W4409122245","https://openalex.org/W4409191351","https://openalex.org/W6838741885"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2387536556","https://openalex.org/W3094650923"],"abstract_inverted_index":{"With":[0],"the":[1,17,53,74,93,144,168,206],"rapid":[2],"advancement":[3],"of":[4,56,96,147,197],"network":[5,21,50,159],"technology,":[6],"social":[7,20],"networks":[8],"have":[9,29],"become":[10],"important":[11],"tools":[12],"for":[13],"observing":[14],"and":[15,26,41,121,134,164,200],"understanding":[16],"world.":[18],"In":[19],"research,":[22],"node":[23,60,114],"importance":[24,83,115],"ranking":[25,44,116],"influence":[27,70,88,145,151,170,181,202],"maximization":[28,71],"gained":[30],"significant":[31],"attention":[32],"due":[33],"to":[34,63,92,141,179],"their":[35,86],"applications":[36],"in":[37,66,101],"public":[38],"opinion":[39],"control":[40],"marketing.":[42],"Existing":[43],"methods":[45],"often":[46],"rely":[47],"on":[48,59,82,119,132,167],"single":[49],"features,":[51],"overlooking":[52],"combined":[54],"effects":[55],"multiple":[57],"attributes":[58],"influence,":[61],"leading":[62],"poor":[64],"performance":[65],"complex":[67],"scenarios.":[68],"Traditional":[69],"approaches":[72],"select":[73],"top":[75],"k":[76],"nodes":[77,163,199],"as":[78],"seed":[79,98,184,198],"sets":[80],"based":[81,118,131],"rankings,":[84],"but":[85],"joint":[87],"does":[89],"not":[90],"equate":[91],"simple":[94],"sum":[95],"individual":[97],"influences,":[99],"resulting":[100],"an":[102],"overlap":[103,182,207],"issue.":[104],"To":[105],"address":[106],"these":[107,190],"problems,":[108],"this":[109],"paper":[110],"proposes":[111],"a":[112,149,157,194],"multi-attributes":[113],"algorithm":[117],"entropy":[120],"analytic":[122],"hierarchy":[123],"process,":[124],"which":[125,155],"integrates":[126],"degree":[127],"centrality,":[128],"K-shell":[129],"values":[130,136],"location,":[133],"PageRank":[135],"from":[137,160],"random":[138],"walks.":[139],"Additionally,":[140],"accurately":[142],"capture":[143],"scope":[146],"nodes,":[148],"high-frequency":[150,169],"subnet":[152],"is":[153],"constructed,":[154],"forms":[156],"new":[158],"frequently":[161],"activated":[162],"edges.":[165],"Based":[166],"subnet,":[171],"two":[172],"improved":[173,191],"dynamic":[174],"deduplication-based":[175],"algorithms":[176,192],"are":[177],"introduced":[178],"reducing":[180],"among":[183],"nodes.":[185],"Experimental":[186],"results":[187],"show":[188],"that":[189],"achieve":[193],"broader":[195],"distribution":[196],"greater":[201],"spread,":[203],"effectively":[204],"resolving":[205],"problem.":[208]},"counts_by_year":[],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
