{"id":"https://openalex.org/W4416251409","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228351","title":"Research Paper Recommender System by Considering Users\u2019 Information Seeking Behaviors","display_name":"Research Paper Recommender System by Considering Users\u2019 Information Seeking Behaviors","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416251409","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228351"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/A5024289089","display_name":"Zhelin Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Zhelin Xu","raw_affiliation_strings":["University of Tsukuba,Academic Service Office for the Library, Information and Media Sciences Area,Tsukuba,Japan"],"affiliations":[{"raw_affiliation_string":"University of Tsukuba,Academic Service Office for the Library, Information and Media Sciences Area,Tsukuba,Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102916146","display_name":"Shuhei Yamamoto","orcid":"https://orcid.org/0000-0003-3675-2450"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shuhei Yamamoto","raw_affiliation_strings":["University of Tsukuba,Institute of Library, Information and Media Science,Tsukuba,Japan"],"affiliations":[{"raw_affiliation_string":"University of Tsukuba,Institute of Library, Information and Media Science,Tsukuba,Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017282307","display_name":"Hideo Joho","orcid":"https://orcid.org/0000-0002-6611-652X"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hideo Joho","raw_affiliation_strings":["University of Tsukuba,Institute of Library, Information and Media Science,Tsukuba,Japan"],"affiliations":[{"raw_affiliation_string":"University of Tsukuba,Institute of Library, Information and Media Science,Tsukuba,Japan","institution_ids":["https://openalex.org/I146399215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024289089"],"corresponding_institution_ids":["https://openalex.org/I146399215"],"apc_list":null,"apc_paid":null,"fwci":3.0965,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94094038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.2418999969959259,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.2418999969959259,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.1590999960899353,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.13490000367164612,"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/recommender-system","display_name":"Recommender system","score":0.7687000036239624},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6315000057220459},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5911999940872192},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5734999775886536},{"id":"https://openalex.org/keywords/information-seeking","display_name":"Information seeking","score":0.46799999475479126},{"id":"https://openalex.org/keywords/information-filtering-system","display_name":"Information filtering system","score":0.33399999141693115},{"id":"https://openalex.org/keywords/cold-start","display_name":"Cold start (automotive)","score":0.3142000138759613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7832000255584717},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7687000036239624},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6315000057220459},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5911999940872192},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5734999775886536},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5705000162124634},{"id":"https://openalex.org/C2776636917","wikidata":"https://www.wikidata.org/wiki/Q3772297","display_name":"Information seeking","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C178674793","wikidata":"https://www.wikidata.org/wiki/Q6031077","display_name":"Information filtering system","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32690000534057617},{"id":"https://openalex.org/C2778956030","wikidata":"https://www.wikidata.org/wiki/Q5142477","display_name":"Cold start (automotive)","level":2,"score":0.3142000138759613},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C2779024087","wikidata":"https://www.wikidata.org/wiki/Q18418842","display_name":"Information seeking behavior","level":3,"score":0.27799999713897705},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26190000772476196},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C78999398","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"Information needs","level":2,"score":0.25679999589920044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323954","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1015675232","https://openalex.org/W1971517463","https://openalex.org/W2084665596","https://openalex.org/W2085481706","https://openalex.org/W2096733369","https://openalex.org/W2135790056","https://openalex.org/W2139375986","https://openalex.org/W2154851992","https://openalex.org/W2155106456","https://openalex.org/W2605350416","https://openalex.org/W2898494379","https://openalex.org/W2907230994","https://openalex.org/W2923988880","https://openalex.org/W2948022514","https://openalex.org/W2962756421","https://openalex.org/W2967306210","https://openalex.org/W2970217403","https://openalex.org/W3007103258","https://openalex.org/W3035324702","https://openalex.org/W3046966796","https://openalex.org/W3128288937","https://openalex.org/W3137407102","https://openalex.org/W3156636935","https://openalex.org/W3159463648","https://openalex.org/W3167132658","https://openalex.org/W3201602502","https://openalex.org/W3217006972","https://openalex.org/W4251308671","https://openalex.org/W4302283653","https://openalex.org/W4310816296","https://openalex.org/W4313367797","https://openalex.org/W4366548330","https://openalex.org/W4379283754","https://openalex.org/W4380884557","https://openalex.org/W4385245566","https://openalex.org/W4392612273","https://openalex.org/W4405640612"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,44,65,78,96,109,115,119,145,179,185,189],"rapid":[2],"growth":[3],"of":[4,43,68,148,198],"scientific":[5],"publications,":[6],"researchers":[7,36],"need":[8],"to":[9,34,47,61,112,143,167,169],"spend":[10],"more":[11],"time":[12],"and":[13,162,164,184,203],"effort":[14],"searching":[15,87],"for":[16,88],"papers":[17,60],"that":[18,82,114,132,188],"align":[19],"with":[20,118],"their":[21],"research":[22],"interests.":[23,121],"To":[24],"address":[25],"this":[26,123,134],"challenge,":[27],"paper":[28,48],"recommendation":[29,49,130],"systems":[30],"have":[31],"been":[32],"developed":[33],"help":[35],"in":[37,141,196],"effectively":[38],"identifying":[39],"relevant":[40,59],"paper.":[41],"One":[42],"leading":[45],"approaches":[46,72],"is":[50],"content-based":[51,55,128],"filtering":[52,56,129],"method.":[53],"Traditional":[54],"methods":[57,195],"recommend":[58],"users":[62,83],"based":[63],"on":[64,104,178],"overall":[66,97,146],"similarity":[67,98],"papers.":[69],"However,":[70],"these":[71],"do":[73],"not":[74,93],"take":[75],"into":[76,138,155],"account":[77,156],"information":[79,135],"seeking":[80,136],"behaviors":[81,91],"commonly":[84],"employ":[85],"when":[86],"literature.":[89],"Such":[90],"include":[92],"only":[94],"evaluating":[95],"among":[99],"papers,":[100],"but":[101],"also":[102,153],"focusing":[103],"specific":[105,158],"sections,":[106],"such":[107],"as":[108],"method":[110,131,191],"section,":[111],"ensure":[113],"approach":[116,152],"aligns":[117],"user\u2019s":[120],"In":[122],"paper,":[124,150],"we":[125],"propose":[126],"a":[127,149],"takes":[133,154],"behavior":[137],"account.":[139],"Specifically,":[140],"addition":[142],"considering":[144],"content":[147],"our":[151],"three":[157],"sections":[159],"(background,":[160],"method,":[161],"results)":[163],"assigns":[165],"weights":[166],"them":[168],"better":[170],"reflect":[171],"user":[172],"preferences.":[173],"We":[174],"conduct":[175],"offline":[176],"evaluations":[177],"publicly":[180],"available":[181],"DBLP":[182],"dataset,":[183],"results":[186],"demonstrate":[187],"proposed":[190],"outperforms":[192],"six":[193],"baseline":[194],"terms":[197],"precision,":[199],"recall,":[200],"F1-score,":[201],"MRR,":[202],"MAP.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-14T00:00:00"}