{"id":"https://openalex.org/W4414035098","doi":"https://doi.org/10.1145/3705328.3759323","title":"Learning geometry-aware recommender systems with manifold regularization","display_name":"Learning geometry-aware recommender systems with manifold regularization","publication_year":2025,"publication_date":"2025-09-06","ids":{"openalex":"https://openalex.org/W4414035098","doi":"https://doi.org/10.1145/3705328.3759323"},"language":"en","primary_location":{"id":"doi:10.1145/3705328.3759323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3705328.3759323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Nineteenth ACM Conference on Recommender Systems","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/A5119556812","display_name":"Zaira Zainulabidova","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Zaira Zainulabidova","raw_affiliation_strings":["AI Institute, ITMO University, Saint-Petersburg, Russian Federation"],"raw_orcid":"https://orcid.org/0009-0000-5130-4096","affiliations":[{"raw_affiliation_string":"AI Institute, ITMO University, Saint-Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118827566","display_name":"Julia Borisova","orcid":"https://orcid.org/0009-0003-6680-0940"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Julia Borisova","raw_affiliation_strings":["AI Institute, ITMO University, Saint-Petersburg, Russian Federation"],"raw_orcid":"https://orcid.org/0009-0003-6680-0940","affiliations":[{"raw_affiliation_string":"AI Institute, ITMO University, Saint-Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004239401","display_name":"Alexander Hvatov","orcid":"https://orcid.org/0000-0002-5222-583X"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Hvatov","raw_affiliation_strings":["AI Institute, ITMO University, Saint-Petersburg, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0002-5222-583X","affiliations":[{"raw_affiliation_string":"AI Institute, ITMO University, Saint-Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5119556812"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34244176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1212","last_page":"1216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6976186037063599},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6559580564498901},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.6183526515960693},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5028130412101746},{"id":"https://openalex.org/keywords/information-geometry","display_name":"Information geometry","score":0.4566355049610138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4058704376220703},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34149718284606934},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.2931089997291565},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27067598700523376},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.249074786901474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07412317395210266}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6976186037063599},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6559580564498901},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.6183526515960693},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5028130412101746},{"id":"https://openalex.org/C109546454","wikidata":"https://www.wikidata.org/wiki/Q3798604","display_name":"Information geometry","level":4,"score":0.4566355049610138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4058704376220703},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34149718284606934},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.2931089997291565},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27067598700523376},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.249074786901474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07412317395210266},{"id":"https://openalex.org/C12520029","wikidata":"https://www.wikidata.org/wiki/Q1147161","display_name":"Scalar curvature","level":3,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C195065555","wikidata":"https://www.wikidata.org/wiki/Q214881","display_name":"Curvature","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3705328.3759323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3705328.3759323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Nineteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5158416754","display_name":null,"funder_award_id":"FSER-2024-0004","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"}],"funders":[{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1720514416","https://openalex.org/W2042281163","https://openalex.org/W2054141820","https://openalex.org/W2135598826","https://openalex.org/W2155106456","https://openalex.org/W2157881433","https://openalex.org/W2512971201","https://openalex.org/W2605350416","https://openalex.org/W2625746539","https://openalex.org/W2963367478","https://openalex.org/W2984100107","https://openalex.org/W2997617192","https://openalex.org/W2998128907","https://openalex.org/W3049759836","https://openalex.org/W3098231197","https://openalex.org/W3098638686","https://openalex.org/W3098934552","https://openalex.org/W3201966249","https://openalex.org/W4206462858","https://openalex.org/W4312432895","https://openalex.org/W4389120417","https://openalex.org/W4403219586"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W4300278971","https://openalex.org/W2799167307","https://openalex.org/W2546668543","https://openalex.org/W2391721128","https://openalex.org/W2030217166","https://openalex.org/W1977009394"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
