{"id":"https://openalex.org/W2878914110","doi":"https://doi.org/10.1145/3209542.3209557","title":"A Deep Joint Network for Session-based News Recommendations with Contextual Augmentation","display_name":"A Deep Joint Network for Session-based News Recommendations with Contextual Augmentation","publication_year":2018,"publication_date":"2018-07-03","ids":{"openalex":"https://openalex.org/W2878914110","doi":"https://doi.org/10.1145/3209542.3209557","mag":"2878914110"},"language":"en","primary_location":{"id":"doi:10.1145/3209542.3209557","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209542.3209557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th on Hypertext and Social Media","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/A5103172983","display_name":"Lemei Zhang","orcid":"https://orcid.org/0000-0002-8501-0800"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Lemei Zhang","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100346918","display_name":"Peng Liu","orcid":"https://orcid.org/0009-0000-7271-4721"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055294418","display_name":"Jon Atle Gulla","orcid":"https://orcid.org/0000-0002-9806-7961"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jon Atle Gulla","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103172983"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":7.0684,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97170608,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8676867485046387},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.8464149236679077},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6087201237678528},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.48016422986984253},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4296168088912964},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3921220004558563},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3682191073894501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3376391530036926},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32269522547721863},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27407729625701904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8676867485046387},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8464149236679077},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6087201237678528},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.48016422986984253},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4296168088912964},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3921220004558563},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3682191073894501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3376391530036926},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32269522547721863},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27407729625701904},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3209542.3209557","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209542.3209557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th on Hypertext and Social Media","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2203729230","display_name":null,"funder_award_id":"245469","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W55652079","https://openalex.org/W182831726","https://openalex.org/W1876691451","https://openalex.org/W1924770834","https://openalex.org/W1938755728","https://openalex.org/W1976874539","https://openalex.org/W1983548840","https://openalex.org/W2042281163","https://openalex.org/W2049455633","https://openalex.org/W2054141820","https://openalex.org/W2086511124","https://openalex.org/W2099866409","https://openalex.org/W2110880609","https://openalex.org/W2112420033","https://openalex.org/W2123427850","https://openalex.org/W2137028279","https://openalex.org/W2137245235","https://openalex.org/W2140310134","https://openalex.org/W2143612262","https://openalex.org/W2157881433","https://openalex.org/W2171619825","https://openalex.org/W2262817822","https://openalex.org/W2419128894","https://openalex.org/W2500403796","https://openalex.org/W2512965516","https://openalex.org/W2618530766","https://openalex.org/W2625746539","https://openalex.org/W2743333519","https://openalex.org/W2745534091","https://openalex.org/W2747817590","https://openalex.org/W2919115771","https://openalex.org/W2951559648","https://openalex.org/W2963012544","https://openalex.org/W3098231197","https://openalex.org/W4300175872"],"related_works":["https://openalex.org/W4296749040","https://openalex.org/W4230197055","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W3012257603","https://openalex.org/W3177475962","https://openalex.org/W1586784764","https://openalex.org/W4292264782","https://openalex.org/W1559289099","https://openalex.org/W3016450995"],"abstract_inverted_index":{"Session-based":[0],"recommendations":[1,26],"have":[2],"drawn":[3],"more":[4,6],"and":[5,23,35,41,60,88,110,144],"attention":[7],"in":[8,92],"many":[9,17],"recommendation":[10],"settings":[11],"of":[12,31,38,43,69,75,79,94,108,125],"modern":[13],"online":[14],"services.":[15],"Unlike":[16],"other":[18],"domains":[19],"such":[20],"as":[21],"books":[22],"music,":[24],"news":[25,39,61,126],"suffer":[27],"from":[28],"new":[29],"challenges":[30],"fast":[32],"updating":[33],"rate":[34],"recency":[36],"issues":[37],"articles":[40,127],"lack":[42],"user":[44,55],"profiles.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,115],"proposed":[50],"a":[51,70,118,129],"method":[52,120],"that":[53],"combines":[54],"click":[56,67],"events":[57],"within":[58,128],"session":[59],"contextual":[62,86],"features":[63,100],"to":[64,83,103,121],"predict":[65],"next":[66],"behavior":[68],"user.":[71],"The":[72],"model":[73],"consists":[74],"two":[76,135],"different":[77,106],"kinds":[78],"hierarchical":[80],"neutral":[81],"networks":[82],"learn":[84],"article":[85],"properties":[87],"temporal":[89],"sequential":[90],"patterns":[91],"streams":[93],"clicks.":[95],"Character-level":[96],"embedding":[97],"over":[98,141],"input":[99],"is":[101],"adopted":[102],"allow":[104],"integrating":[105],"types":[107],"data":[109],"reduce":[111],"engineering":[112],"computation.":[113],"Besides,":[114],"also":[116],"introduced":[117],"time-decay":[119],"compute":[122],"the":[123],"freshness":[124],"time":[130],"slide.":[131],"Experimental":[132],"results":[133],"on":[134,147],"real-world":[136],"datasets":[137],"show":[138],"significant":[139],"improvements":[140],"several":[142],"baselines":[143],"state-of-the-art":[145],"methods":[146],"session-based":[148],"neural":[149],"networks.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
