{"id":"https://openalex.org/W2619907356","doi":"https://doi.org/10.1145/3057148.3057152","title":"Building recommender systems for scholarly information","display_name":"Building recommender systems for scholarly information","publication_year":2017,"publication_date":"2017-02-10","ids":{"openalex":"https://openalex.org/W2619907356","doi":"https://doi.org/10.1145/3057148.3057152","mag":"2619907356"},"language":"en","primary_location":{"id":"doi:10.1145/3057148.3057152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3057148.3057152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st Workshop on Scholarly Web Mining","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/A5008657335","display_name":"Maya Hristakeva","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106863","display_name":"Mendeley (United Kingdom)","ror":"https://ror.org/01t2a8a42","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106863"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maya Hristakeva","raw_affiliation_strings":["Mendeley Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mendeley Ltd","institution_ids":["https://openalex.org/I4210106863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022249353","display_name":"Daniel Kershaw","orcid":"https://orcid.org/0000-0002-9130-5517"},"institutions":[{"id":"https://openalex.org/I4210106863","display_name":"Mendeley (United Kingdom)","ror":"https://ror.org/01t2a8a42","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106863"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Kershaw","raw_affiliation_strings":["Mendeley Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mendeley Ltd","institution_ids":["https://openalex.org/I4210106863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103555892","display_name":"Marco Rossetti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106863","display_name":"Mendeley (United Kingdom)","ror":"https://ror.org/01t2a8a42","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106863"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marco Rossetti","raw_affiliation_strings":["Mendeley Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mendeley Ltd","institution_ids":["https://openalex.org/I4210106863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056018651","display_name":"Petr Knoth","orcid":"https://orcid.org/0000-0003-1161-7359"},"institutions":[{"id":"https://openalex.org/I4210106863","display_name":"Mendeley (United Kingdom)","ror":"https://ror.org/01t2a8a42","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106863"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Petr Knoth","raw_affiliation_strings":["Mendeley Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mendeley Ltd","institution_ids":["https://openalex.org/I4210106863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039535052","display_name":"Benjamin Pettit","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106863","display_name":"Mendeley (United Kingdom)","ror":"https://ror.org/01t2a8a42","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106863"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Benjamin Pettit","raw_affiliation_strings":["Mendeley Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mendeley Ltd","institution_ids":["https://openalex.org/I4210106863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047930719","display_name":"Sa\u00fal Vargas","orcid":"https://orcid.org/0000-0002-3459-3102"},"institutions":[{"id":"https://openalex.org/I4210106863","display_name":"Mendeley (United Kingdom)","ror":"https://ror.org/01t2a8a42","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106863"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sa\u00fal Vargas","raw_affiliation_strings":["Mendeley Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mendeley Ltd","institution_ids":["https://openalex.org/I4210106863"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009492024","display_name":"Kris Jack","orcid":"https://orcid.org/0000-0002-6740-4136"},"institutions":[{"id":"https://openalex.org/I4210106863","display_name":"Mendeley (United Kingdom)","ror":"https://ror.org/01t2a8a42","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210106863"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kris Jack","raw_affiliation_strings":["Mendeley Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mendeley Ltd","institution_ids":["https://openalex.org/I4210106863"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210106863"],"apc_list":null,"apc_paid":null,"fwci":3.0208,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.93452439,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"32"},"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/T10028","display_name":"Topic Modeling","score":0.9993000030517578,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9973000288009644,"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/recommender-system","display_name":"Recommender system","score":0.91794753074646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7907394766807556},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7033354043960571},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6536871194839478},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.565297544002533},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45834988355636597},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3419575095176697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21414923667907715},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08189254999160767}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.91794753074646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7907394766807556},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7033354043960571},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6536871194839478},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.565297544002533},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45834988355636597},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3419575095176697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21414923667907715},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08189254999160767}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3057148.3057152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3057148.3057152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st Workshop on Scholarly Web Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1015675232","https://openalex.org/W2003790488","https://openalex.org/W2017591847","https://openalex.org/W2042281163","https://openalex.org/W2069411646","https://openalex.org/W2084665596","https://openalex.org/W2101950590","https://openalex.org/W2116655493","https://openalex.org/W2135790056","https://openalex.org/W2159094788","https://openalex.org/W2210543184","https://openalex.org/W2237216255","https://openalex.org/W2332282745","https://openalex.org/W2397360457"],"related_works":["https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W2150182025","https://openalex.org/W4246980185","https://openalex.org/W4317039510","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W790944756"],"abstract_inverted_index":{"The":[0],"depth":[1],"and":[2],"breadth":[3],"of":[4,18,44],"research":[5],"now":[6],"being":[7],"published":[8],"is":[9],"overwhelming":[10],"for":[11,31],"an":[12],"individual":[13],"researcher":[14],"to":[15,27,33],"keep":[16],"track":[17],"let":[19],"alone":[20],"consume.":[21],"Recommender":[22],"systems":[23],"have":[24,39],"been":[25],"developed":[26],"make":[28],"it":[29],"easier":[30],"researchers":[32],"discover":[34],"relevant":[35],"content.":[36],"However,":[37],"these":[38],"predominately":[40],"taken":[41],"the":[42],"form":[43],"item-to-item":[45],"recommendations":[46],"using":[47],"citation":[48],"network":[49],"features":[50],"or":[51],"text":[52],"similarity":[53],"features.":[54]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
