{"id":"https://openalex.org/W2942994581","doi":"https://doi.org/10.1145/3297280.3297639","title":"Context-aware recommendations via sequential predictions","display_name":"Context-aware recommendations via sequential predictions","publication_year":2019,"publication_date":"2019-04-08","ids":{"openalex":"https://openalex.org/W2942994581","doi":"https://doi.org/10.1145/3297280.3297639","mag":"2942994581"},"language":"en","primary_location":{"id":"doi:10.1145/3297280.3297639","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297280.3297639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing","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/A5051900701","display_name":"Yong Zheng","orcid":"https://orcid.org/0000-0003-4990-4580"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Zheng","raw_affiliation_strings":["Illinois Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065299424","display_name":"Alisha Anna Jose","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alisha Anna Jose","raw_affiliation_strings":["Illinois Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":2.195,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88636994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2525","last_page":"2528"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11106","display_name":"Data Management and Algorithms","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.9049063324928284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8642616868019104},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7802753448486328},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.5109226107597351},{"id":"https://openalex.org/keywords/context-awareness","display_name":"Context awareness","score":0.43556293845176697},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4301707148551941},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39851295948028564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3620609939098358},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35386374592781067},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3427582383155823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2952474057674408}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9049063324928284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8642616868019104},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7802753448486328},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.5109226107597351},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.43556293845176697},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4301707148551941},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39851295948028564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3620609939098358},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35386374592781067},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3427582383155823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2952474057674408},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3297280.3297639","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297280.3297639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.49000000953674316,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1523915939","https://openalex.org/W1560147776","https://openalex.org/W1964742533","https://openalex.org/W1981132368","https://openalex.org/W1998889130","https://openalex.org/W2006249313","https://openalex.org/W2016506327","https://openalex.org/W2054141820","https://openalex.org/W2083153244","https://openalex.org/W2102937240","https://openalex.org/W2274674922","https://openalex.org/W2473311477","https://openalex.org/W2587719861","https://openalex.org/W2594080473"],"related_works":["https://openalex.org/W1604392396","https://openalex.org/W1863657797","https://openalex.org/W2154188405","https://openalex.org/W2102543574","https://openalex.org/W1996503207","https://openalex.org/W2078079532","https://openalex.org/W2049441025","https://openalex.org/W2125939147","https://openalex.org/W1973082944","https://openalex.org/W2140179795"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,15],"have":[2],"been":[3],"widely":[4],"applied":[5],"to":[6,29,34,44,83],"produce":[7],"recommendations":[8,56],"tailored":[9],"by":[10,64],"user":[11,38,62],"preferences.":[12],"Context-aware":[13],"recommender":[14,53],"additionally":[16],"take":[17],"context":[18],"information":[19],"(such":[20],"as":[21],"time,":[22],"location,":[23],"weather,":[24],"companion,":[25],"etc)":[26],"into":[27],"consideration":[28],"generate":[30],"better":[31],"recommendations,":[32],"due":[33],"the":[35,61,78,85],"fact":[36],"that":[37,77],"tastes":[39],"may":[40],"vary":[41],"from":[42],"contexts":[43],"contexts.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,59],"propose":[50],"a":[51],"novel":[52],"for":[54],"context-aware":[55,87],"in":[57],"which":[58],"estimate":[60],"preferences":[63],"sequential":[65],"predictions.":[66],"Our":[67],"experimental":[68],"results":[69],"based":[70],"on":[71],"multiple":[72],"real-world":[73],"data":[74],"sets":[75],"demonstrate":[76],"proposed":[79],"approach":[80],"is":[81],"able":[82],"outperform":[84],"state-of-the-art":[86],"recommendation":[88],"techniques.":[89]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}