{"id":"https://openalex.org/W2756008682","doi":"https://doi.org/10.1109/icccn.2017.8038441","title":"Friend Recommendation in Online Social Networks: Perspective of Social Influence Maximization","display_name":"Friend Recommendation in Online Social Networks: Perspective of Social Influence Maximization","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2756008682","doi":"https://doi.org/10.1109/icccn.2017.8038441","mag":"2756008682"},"language":"en","primary_location":{"id":"doi:10.1109/icccn.2017.8038441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2017.8038441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 26th International Conference on Computer Communication and Networks (ICCCN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044419929","display_name":"Huanyang Zheng","orcid":"https://orcid.org/0000-0002-5529-4080"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huanyang Zheng","raw_affiliation_strings":["Department of Computer and Information Sciences, Temple University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Temple University, USA","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100600528","display_name":"Jie Wu","orcid":"https://orcid.org/0000-0002-3472-1717"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Wu","raw_affiliation_strings":["Department of Computer and Information Sciences, Temple University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Temple University, USA","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84392919"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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":0.9977999925613403,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.727216899394989},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.719271719455719},{"id":"https://openalex.org/keywords/submodular-set-function","display_name":"Submodular set function","score":0.7093415260314941},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6873888373374939},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.6763063669204712},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.48053011298179626},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4707164168357849},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4417964816093445},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.42835599184036255},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3208441734313965},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2798665165901184},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23943844437599182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22398847341537476},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1908499002456665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14949864149093628}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727216899394989},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.719271719455719},{"id":"https://openalex.org/C178621042","wikidata":"https://www.wikidata.org/wiki/Q7631710","display_name":"Submodular set function","level":2,"score":0.7093415260314941},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6873888373374939},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.6763063669204712},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.48053011298179626},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4707164168357849},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4417964816093445},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.42835599184036255},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3208441734313965},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2798665165901184},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23943844437599182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22398847341537476},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1908499002456665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14949864149093628},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccn.2017.8038441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2017.8038441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 26th International Conference on Computer Communication and Networks (ICCCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1550781105","https://openalex.org/W1680189815","https://openalex.org/W1766968125","https://openalex.org/W1981141219","https://openalex.org/W1982397092","https://openalex.org/W1984069252","https://openalex.org/W2004699076","https://openalex.org/W2011282943","https://openalex.org/W2048531216","https://openalex.org/W2059512573","https://openalex.org/W2061820396","https://openalex.org/W2072006785","https://openalex.org/W2073013176","https://openalex.org/W2073415627","https://openalex.org/W2080567541","https://openalex.org/W2108278206","https://openalex.org/W2112008792","https://openalex.org/W2114823287","https://openalex.org/W2126539515","https://openalex.org/W2129565593","https://openalex.org/W2139297408","https://openalex.org/W2153204928","https://openalex.org/W2160411082","https://openalex.org/W2242576003","https://openalex.org/W2963122331","https://openalex.org/W4237588582","https://openalex.org/W4244329728","https://openalex.org/W6637870237"],"related_works":["https://openalex.org/W2896347948","https://openalex.org/W2402949237","https://openalex.org/W2950500962","https://openalex.org/W2915041254","https://openalex.org/W4302557420","https://openalex.org/W2964314169","https://openalex.org/W2594118609","https://openalex.org/W2968699064","https://openalex.org/W4389478405","https://openalex.org/W3204684126"],"abstract_inverted_index":{"In":[0],"online":[1],"social":[2,14,45,77],"networks,":[3],"people":[4,28],"may":[5],"want":[6,23],"to":[7,11,24,57,65,87,106,129],"make":[8],"new":[9,63,81],"friends":[10,64],"maximize":[12,75],"their":[13],"influences.":[15],"For":[16,48],"example,":[17],"business":[18],"page":[19],"owners":[20],"on":[21],"Facebook":[22],"influence":[25,46,78,117,132],"as":[26,29],"many":[27],"possible":[30],"for":[31],"commercial":[32],"advantages.":[33],"Hence,":[34],"we":[35],"study":[36],"a":[37,59,66,112],"friend":[38,92],"recommendation":[39,93],"strategy":[40],"with":[41,95],"the":[42,49,54,71,107,116,124,131,136],"perspective":[43],"of":[44,62,99,114,140],"maximization.":[47],"system":[50],"provider":[51],"(e.g.,":[52],"Facebook),":[53],"objective":[55],"is":[56,85,103,127],"recommend":[58],"fixed":[60],"number":[61],"given":[67,72],"user,":[68],"such":[69],"that":[70],"user":[73],"can":[74],"his/her":[76],"through":[79],"making":[80],"friends.":[82],"Our":[83],"problem":[84],"proved":[86],"be":[88],"NP-hard.":[89],"A":[90,119],"greedy":[91],"algorithm":[94],"an":[96],"approximation":[97],"ratio":[98],"1":[100],"-":[101],"1/\u2208":[102],"proposed,":[104],"according":[105],"submodular":[108],"property.":[109],"It":[110],"involves":[111],"sub-problem":[113],"computing":[115],"spread.":[118,133],"novel":[120],"method,":[121],"which":[122],"considers":[123],"multipath":[125],"effect,":[126],"proposed":[128],"compute":[130],"Experiments":[134],"demonstrate":[135],"efficiency":[137],"and":[138],"effectiveness":[139],"our":[141],"algorithms.":[142]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}