{"id":"https://openalex.org/W3022256287","doi":"https://doi.org/10.1587/transinf.2019dap0008","title":"Modeling N-th Order Derivative Creation Based on Content Attractiveness and Time-Dependent Popularity","display_name":"Modeling N-th Order Derivative Creation Based on Content Attractiveness and Time-Dependent Popularity","publication_year":2020,"publication_date":"2020-04-30","ids":{"openalex":"https://openalex.org/W3022256287","doi":"https://doi.org/10.1587/transinf.2019dap0008","mag":"3022256287"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2019dap0008","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2019dap0008","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/5/E103.D_2019DAP0008/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/5/E103.D_2019DAP0008/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050292896","display_name":"Kosetsu Tsukuda","orcid":"https://orcid.org/0000-0001-8593-1768"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kosetsu TSUKUDA","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST)"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST)","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017826395","display_name":"Masahiro Hamasaki","orcid":"https://orcid.org/0000-0003-3085-7446"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro HAMASAKI","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST)"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST)","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030650456","display_name":"Masataka Goto","orcid":"https://orcid.org/0000-0003-1167-0977"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masataka GOTO","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology (AIST)"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology (AIST)","institution_ids":["https://openalex.org/I73613424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050292896"],"corresponding_institution_ids":["https://openalex.org/I73613424"],"apc_list":null,"apc_paid":null,"fwci":0.2782,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63494303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"E103.D","issue":"5","first_page":"969","last_page":"981"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9973999857902527,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9972000122070312,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962999820709229,"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/popularity","display_name":"Popularity","score":0.8479700684547424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7116096019744873},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5863997936248779},{"id":"https://openalex.org/keywords/derivative","display_name":"Derivative (finance)","score":0.5849541425704956},{"id":"https://openalex.org/keywords/amateur","display_name":"Amateur","score":0.5485813617706299},{"id":"https://openalex.org/keywords/connotation","display_name":"Connotation","score":0.4457983672618866},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43983757495880127},{"id":"https://openalex.org/keywords/attractiveness","display_name":"Attractiveness","score":0.42883387207984924},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09434071183204651}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8479700684547424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7116096019744873},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5863997936248779},{"id":"https://openalex.org/C111771559","wikidata":"https://www.wikidata.org/wiki/Q66295","display_name":"Derivative (finance)","level":2,"score":0.5849541425704956},{"id":"https://openalex.org/C2778044066","wikidata":"https://www.wikidata.org/wiki/Q455595","display_name":"Amateur","level":2,"score":0.5485813617706299},{"id":"https://openalex.org/C2778120531","wikidata":"https://www.wikidata.org/wiki/Q661062","display_name":"Connotation","level":2,"score":0.4457983672618866},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43983757495880127},{"id":"https://openalex.org/C31173074","wikidata":"https://www.wikidata.org/wiki/Q2632514","display_name":"Attractiveness","level":2,"score":0.42883387207984924},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09434071183204651},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2019dap0008","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2019dap0008","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/5/E103.D_2019DAP0008/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2019dap0008","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2019dap0008","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/5/E103.D_2019DAP0008/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G432938063","display_name":null,"funder_award_id":"JPMJAC1602","funder_id":"https://openalex.org/F4320338113","funder_display_name":"Accelerated Innovation Research Initiative Turning Top Science and Ideas into High-Impact Values"}],"funders":[{"id":"https://openalex.org/F4320338113","display_name":"Accelerated Innovation Research Initiative Turning Top Science and Ideas into High-Impact Values","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3022256287.pdf","grobid_xml":"https://content.openalex.org/works/W3022256287.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1569326607","https://openalex.org/W1572431862","https://openalex.org/W1578006941","https://openalex.org/W1586180564","https://openalex.org/W1964844145","https://openalex.org/W1967742541","https://openalex.org/W2008620264","https://openalex.org/W2044490622","https://openalex.org/W2044548825","https://openalex.org/W2051268765","https://openalex.org/W2102937240","https://openalex.org/W2124097505","https://openalex.org/W2125844878","https://openalex.org/W2129938110","https://openalex.org/W2140536181","https://openalex.org/W2140540364","https://openalex.org/W2151592910","https://openalex.org/W2152314154","https://openalex.org/W2164227199","https://openalex.org/W2164900957","https://openalex.org/W2171577813","https://openalex.org/W2243248856","https://openalex.org/W2248316279","https://openalex.org/W2293426165","https://openalex.org/W2532921914","https://openalex.org/W2794775030","https://openalex.org/W2952347589","https://openalex.org/W2963999029"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2348524959","https://openalex.org/W2518037665","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706","https://openalex.org/W2477036161","https://openalex.org/W308652608"],"abstract_inverted_index":{"For":[0],"amateur":[1],"creators,":[2],"it":[3],"has":[4],"been":[5],"becoming":[6],"popular":[7],"to":[8,81,132,170],"create":[9],"new":[10,18],"content":[11,19,109,113],"based":[12,120],"on":[13,56,121],"existing":[14],"original":[15,93,98,240],"work:":[16],"such":[17,50],"is":[20,29,139,203],"called":[21],"derivative":[22,27,35,48,73,104,144,154,172,210,225,235],"work.":[23],"We":[24,77],"know":[25],"that":[26,43,200,223],"creation":[28,46,145,173,211,236],"popular,":[30],"but":[31],"why":[32],"are":[33,40,129],"individual":[34],"works":[36],"created?":[37],"Although":[38],"there":[39],"several":[41],"factors":[42,51,69,169,222],"inspire":[44],"the":[45,57,87,92,97,103,122,133,140,163,183,187],"of":[47,72,135,152,165,182,186,215,221],"works,":[49],"cannot":[52],"usually":[53],"be":[54,82],"observed":[55],"Web.":[58],"In":[59],"this":[60,138],"paper,":[61],"we":[62,111,157,193],"propose":[63],"a":[64,79,83],"model":[65,171,202],"for":[66,189],"inferring":[67],"latent":[68],"from":[70],"sequences":[71],"work":[74,155,226,241],"posting":[75,227],"events.":[76],"assume":[78],"sequence":[80],"stochastic":[84],"process":[85],"incorporating":[86],"following":[88,207],"three":[89,168],"factors:":[90],"(1)":[91,209],"work's":[94,99,105],"attractiveness,":[95],"(2)":[96,218],"popularity,":[100,110],"and":[101,116,161,175,198,238],"(3)":[102,229],"popularity.":[106],"To":[107],"characterize":[108],"use":[112],"ranking":[114],"data":[115],"incorporate":[117],"rank-biased":[118],"popularity":[119],"creators'":[123,177],"browsing":[124,178],"behaviors.":[125],"Our":[126],"main":[127],"contributions":[128],"three-fold.":[130],"First,":[131],"best":[134],"our":[136,201],"knowledge,":[137],"first":[141],"study":[142],"modeling":[143],"activity.":[146],"Second,":[147],"by":[148],"using":[149],"real-world":[150],"datasets":[151],"music-related":[153],"creation,":[156],"conducted":[158],"quantitative":[159],"experiments":[160,197],"showed":[162,199],"effectiveness":[164],"adopting":[166],"all":[167],"activity":[174,212],"considering":[176],"behaviors":[179],"in":[180,205,213],"terms":[181,214],"negative":[184],"logarithm":[185],"likelihood":[188],"test":[190],"data.":[191],"Third,":[192],"carried":[194],"out":[195],"qualitative":[196],"useful":[204],"analyzing":[206],"aspects:":[208],"category":[216],"characteristics,":[217,231],"temporal":[219],"development":[220],"trigger":[224],"events,":[228],"creator":[230],"(4)":[232],"N-th":[233],"order":[234],"process,":[237],"(5)":[239],"ranking.":[242]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
