{"id":"https://openalex.org/W1987415570","doi":"https://doi.org/10.1117/12.2042621","title":"A Markov chain model for image ranking system in social networks","display_name":"A Markov chain model for image ranking system in social networks","publication_year":2014,"publication_date":"2014-03-03","ids":{"openalex":"https://openalex.org/W1987415570","doi":"https://doi.org/10.1117/12.2042621","mag":"1987415570"},"language":"en","primary_location":{"id":"doi:10.1117/12.2042621","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2042621","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5058861287","display_name":"Thi Thi Zin","orcid":null},"institutions":[{"id":"https://openalex.org/I118574687","display_name":"University of Miyazaki","ror":"https://ror.org/0447kww10","country_code":"JP","type":"education","lineage":["https://openalex.org/I118574687"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Thi Thi Zin","raw_affiliation_strings":["Univ. of Miyazaki (Japan)","University of Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Miyazaki (Japan)","institution_ids":["https://openalex.org/I118574687"]},{"raw_affiliation_string":"University of Miyazaki, Japan","institution_ids":["https://openalex.org/I118574687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023940062","display_name":"Pyke Tin","orcid":"https://orcid.org/0000-0002-3623-2984"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Pyke Tin","raw_affiliation_strings":["Osaka City Univ. (Japan)","Osaka City University, JAPAN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka City Univ. (Japan)","institution_ids":["https://openalex.org/I317356780"]},{"raw_affiliation_string":"Osaka City University, JAPAN","institution_ids":["https://openalex.org/I317356780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110260923","display_name":"Takashi Toriu","orcid":null},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Toriu","raw_affiliation_strings":["Osaka City Univ. (Japan)","Osaka City University, JAPAN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka City Univ. (Japan)","institution_ids":["https://openalex.org/I317356780"]},{"raw_affiliation_string":"Osaka City University, JAPAN","institution_ids":["https://openalex.org/I317356780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110825185","display_name":"Hiromitsu Hama","orcid":null},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiromitsu Hama","raw_affiliation_strings":["Osaka City Univ. (Japan)","Osaka City University, JAPAN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka City Univ. (Japan)","institution_ids":["https://openalex.org/I317356780"]},{"raw_affiliation_string":"Osaka City University, JAPAN","institution_ids":["https://openalex.org/I317356780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07940299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9027","issue":null,"first_page":"90270B","last_page":"90270B"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9843999743461609,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9842000007629395,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.786575436592102},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7720373868942261},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7342319488525391},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.6703903675079346},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5628092288970947},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4069351553916931},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.40193814039230347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39435744285583496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.329922616481781},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3225259780883789},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22513297200202942}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786575436592102},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7720373868942261},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7342319488525391},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.6703903675079346},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5628092288970947},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4069351553916931},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.40193814039230347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39435744285583496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.329922616481781},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3225259780883789},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22513297200202942},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2042621","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2042621","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7799999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W261021402","https://openalex.org/W1854214752","https://openalex.org/W1965499304","https://openalex.org/W1971788485","https://openalex.org/W1979655184","https://openalex.org/W2054651034","https://openalex.org/W2060439412","https://openalex.org/W2092381154","https://openalex.org/W2101580881","https://openalex.org/W2110248009","https://openalex.org/W2113615606","https://openalex.org/W2117303881","https://openalex.org/W2118509786","https://openalex.org/W2131681506","https://openalex.org/W2135194803","https://openalex.org/W2136931666","https://openalex.org/W2147824439","https://openalex.org/W2167032986","https://openalex.org/W6609590455","https://openalex.org/W6639055396","https://openalex.org/W6676656185","https://openalex.org/W6678021305","https://openalex.org/W6679686813"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2085384747","https://openalex.org/W2106071040","https://openalex.org/W2088166309","https://openalex.org/W2150136235","https://openalex.org/W2041353081","https://openalex.org/W2581240705","https://openalex.org/W2064423464","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"In":[0,136],"today":[1],"world,":[2],"different":[3,77],"kinds":[4,56],"of":[5,16,23,49,54,57,75,112,123,129,204],"networks":[6,18,36,148],"such":[7,37,94],"as":[8,38,95],"social,":[9],"technological,":[10],"business":[11],"and":[12,27,42,52,61,70,89,171,202],"etc.":[13],"exist.":[14],"All":[15],"the":[17,50,64,73,84,109,127,151,166,200,205],"are":[19,68],"similar":[20],"in":[21,29,103,146],"terms":[22],"distributions,":[24],"continuously":[25],"growing":[26],"expanding":[28],"large":[30],"scale.":[31],"Among":[32],"them,":[33],"many":[34,43],"social":[35,65,78,134,147,152,157,175,189],"Facebook,":[39],"Twitter,":[40],"Flickr":[41],"others":[44],"provides":[45],"a":[46,141,180],"powerful":[47],"abstraction":[48],"structure":[51],"dynamics":[53],"diverse":[55],"inter":[58],"personal":[59],"connection":[60],"interaction.":[62],"Generally,":[63],"network":[66],"contents":[67],"created":[69],"consumed":[71],"by":[72,133,149,187],"influences":[74],"all":[76],"navigation":[79,130],"paths":[80,131],"that":[81],"lead":[82],"to":[83,120,164],"contents.":[85],"Therefore,":[86],"identifying":[87],"important":[88],"user":[90,172],"relevant":[91],"refined":[92],"structures":[93],"visual":[96,162],"information":[97,113],"or":[98],"communities":[99],"become":[100],"major":[101],"factors":[102],"modern":[104],"decision":[105],"making":[106],"world.":[107],"Moreover,":[108],"traditional":[110],"method":[111],"ranking":[114,144,208],"systems":[115],"cannot":[116],"be":[117],"successful":[118],"due":[119],"their":[121],"lack":[122],"taking":[124,188],"into":[125,191],"account":[126],"properties":[128],"driven":[132],"connections.":[135],"this":[137],"paper,":[138],"we":[139,178,198],"propose":[140,179],"novel":[142],"image":[143],"system":[145],"using":[150,194],"data":[153,163],"relational":[154],"graphs":[155],"from":[156],"media":[158],"platform":[159],"jointly":[160],"with":[161],"improve":[165],"relevance":[167,190],"between":[168],"returned":[169],"images":[170],"intentions":[173],"(i.e.,":[174],"relevance).":[176],"Specifically,":[177],"Markov":[181],"chain":[182],"based":[183],"Social-Visual":[184],"Ranking":[185],"algorithm":[186],"account.":[192],"By":[193],"some":[195],"extensive":[196],"experiments,":[197],"demonstrated":[199],"significant":[201],"effectiveness":[203],"proposed":[206],"social-visual":[207],"method.":[209]},"counts_by_year":[],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
