{"id":"https://openalex.org/W2013135593","doi":"https://doi.org/10.1145/2781562.2781564","title":"Minimizing Seed Selection for Disseminating News with Probabilistic Coverage Guarantee","display_name":"Minimizing Seed Selection for Disseminating News with Probabilistic Coverage Guarantee","publication_year":2015,"publication_date":"2015-07-31","ids":{"openalex":"https://openalex.org/W2013135593","doi":"https://doi.org/10.1145/2781562.2781564","mag":"2013135593"},"language":"en","primary_location":{"id":"doi:10.1145/2781562.2781564","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2781562.2781564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Electronic Commerce 2015","raw_type":"proceedings-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/A5052278758","display_name":"Zhuo Qi Lee","orcid":"https://orcid.org/0000-0001-6975-7739"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zhuo Qi Lee","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111426140","display_name":"Wen-Jing Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wen-Jing Hsu","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052278758"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.05944272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.9991000294685364,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9861000180244446,"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/submodular-set-function","display_name":"Submodular set function","score":0.8738367557525635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6507366895675659},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5761677622795105},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5374233722686768},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4930422008037567},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4607890546321869},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.45521777868270874},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43171030282974243},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4312290847301483},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41873985528945923},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3711170554161072},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25743353366851807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2060379683971405},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14080607891082764}],"concepts":[{"id":"https://openalex.org/C178621042","wikidata":"https://www.wikidata.org/wiki/Q7631710","display_name":"Submodular set function","level":2,"score":0.8738367557525635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6507366895675659},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5761677622795105},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5374233722686768},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4930422008037567},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4607890546321869},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.45521777868270874},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43171030282974243},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4312290847301483},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41873985528945923},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3711170554161072},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25743353366851807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2060379683971405},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14080607891082764},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2781562.2781564","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2781562.2781564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Electronic Commerce 2015","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W22683957","https://openalex.org/W1565820656","https://openalex.org/W1680189815","https://openalex.org/W1861050369","https://openalex.org/W1987316501","https://openalex.org/W1991408655","https://openalex.org/W2008620264","https://openalex.org/W2024626449","https://openalex.org/W2034985458","https://openalex.org/W2038562061","https://openalex.org/W2042639072","https://openalex.org/W2055928229","https://openalex.org/W2059014957","https://openalex.org/W2061820396","https://openalex.org/W2108278206","https://openalex.org/W2108614537","https://openalex.org/W2108858998","https://openalex.org/W2127054989","https://openalex.org/W2132801025"],"related_works":["https://openalex.org/W1595919516","https://openalex.org/W2945022594","https://openalex.org/W2194604332","https://openalex.org/W4379619607","https://openalex.org/W1989453388","https://openalex.org/W2922450688","https://openalex.org/W4313349366","https://openalex.org/W3141561286","https://openalex.org/W4288560659","https://openalex.org/W2125653933"],"abstract_inverted_index":{"The":[0,19],"spread":[1,46,65,79],"of":[2,54,58,61,84,106,139,169,194,206],"influence":[3],"under":[4],"Independent":[5],"Cascade":[6],"model":[7,11],"and":[8,114,180],"Linear":[9],"Threshold":[10],"has":[12],"been":[13],"studied":[14],"extensively":[15],"in":[16,47,162],"the":[17,23,34,39,52,75,92,100,104,108,121,137,140,153,158,167,192,210],"literature.":[18],"two":[20],"models":[21],"describe":[22],"process":[24,40],"through":[25,41],"which":[26,42],"individuals":[27],"adopt":[28],"a":[29,43,48,56,66,71,81,148,204],"new":[30],"product.":[31],"We":[32,50,89,165],"study":[33],"rumour":[35],"model,":[36],"that":[37,91,99,102,133,156,207],"describes":[38],"news":[44,67,76],"is":[45,94,111],"network.":[49],"consider":[51],"task":[53],"identifying":[55],"collection":[57],"seed":[59,142,170,195],"nodes":[60,85],"minimal":[62],"size":[63,138,168],"to":[64,80],"such":[68],"that,":[69],"within":[70],"certain":[72,87,190],"time":[73],"threshold,":[74],"can":[77,134],"be":[78,125],"target":[82],"number":[83],"with":[86,172],"probability.":[88],"show":[90,98],"problem":[93],"NP-hard.":[95],"Moreover,":[96],"we":[97,129,146],"function":[101],"calculates":[103],"probability":[105],"achieving":[107],"coverage":[109],"threshold":[110],"not":[112],"submodular,":[113],"hence":[115],"conventional":[116],"optimization":[117],"techniques":[118],"based":[119],"on":[120],"submodularity":[122],"property":[123],"cannot":[124],"applied":[126],"directly.":[127],"Nevertheless,":[128],"present":[130,147],"an":[131],"algorithm":[132,150,184,200],"provably":[135],"approximate":[136],"optimal":[141],"set.":[143],"In":[144],"addition,":[145],"Monte-Carlo":[149],"for":[151],"choosing":[152],"best":[154],"node":[155],"generates":[157],"greatest":[159],"marginal":[160],"increment":[161],"expected":[163],"coverage.":[164],"compare":[166],"set":[171],"other":[173,187],"baseline":[174,211],"algorithms":[175,212],"by":[176,198,209],"using":[177],"both":[178],"real":[179],"synthetic":[181],"networks.":[182],"Our":[183],"consistently":[185],"outperforms":[186],"methods.":[188],"For":[189],"cases,":[191],"sizes":[193],"sets":[196],"returned":[197,208],"our":[199],"are":[201],"less":[202],"than":[203],"hundredth":[205],"compared.":[213]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}