{"id":"https://openalex.org/W4407926609","doi":"https://doi.org/10.1007/s00500-025-10534-x","title":"Exploring diversity and time-aware recommendations: an LSTM-DNN model with novel bidirectional dynamic time warping algorithm","display_name":"Exploring diversity and time-aware recommendations: an LSTM-DNN model with novel bidirectional dynamic time warping algorithm","publication_year":2025,"publication_date":"2025-02-01","ids":{"openalex":"https://openalex.org/W4407926609","doi":"https://doi.org/10.1007/s00500-025-10534-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-025-10534-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10534-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-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/A5100679278","display_name":"Te Li","orcid":"https://orcid.org/0000-0001-6126-2192"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Te Li","raw_affiliation_strings":["School of Computer and Engineering, East China University of Science and Technology, Meilong road, Shanghai, 200237, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Engineering, East China University of Science and Technology, Meilong road, Shanghai, 200237, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101592628","display_name":"Liqiong Chen","orcid":"https://orcid.org/0000-0003-1927-2148"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiong Chen","raw_affiliation_strings":["School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026855223","display_name":"Huaiying Sun","orcid":"https://orcid.org/0000-0003-3693-6743"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaiying Sun","raw_affiliation_strings":["School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102619072","display_name":"Mengxia Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengxia Hou","raw_affiliation_strings":["School of Chemistry and Environmental Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China"],"affiliations":[{"raw_affiliation_string":"School of Chemistry and Environmental Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070729806","display_name":"Yunjie Lei","orcid":"https://orcid.org/0000-0003-4485-3470"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjie Lei","raw_affiliation_strings":["School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093610053","display_name":"Kaiwen Zhi","orcid":null},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiwen Zhi","raw_affiliation_strings":["School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Shanghai Institute of Technology, Haiquan road, Shanghai, 201400, China","institution_ids":["https://openalex.org/I67001856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100679278"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.4604,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89711292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"29","issue":"4","first_page":"2003","last_page":"2013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9879999756813049,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9879999756813049,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9876999855041504,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9872999787330627,"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/dynamic-time-warping","display_name":"Dynamic time warping","score":0.769608736038208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6866153478622437},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5083960890769958},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4978525638580322},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.465951532125473},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.4170458912849426},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40121734142303467}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.769608736038208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6866153478622437},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5083960890769958},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4978525638580322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.465951532125473},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.4170458912849426},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40121734142303467},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-025-10534-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10534-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1628027800","https://openalex.org/W2014418634","https://openalex.org/W2116261113","https://openalex.org/W2581370965","https://openalex.org/W2911964244","https://openalex.org/W3016590194","https://openalex.org/W3110894300","https://openalex.org/W3113111320","https://openalex.org/W3123348991","https://openalex.org/W3128267727","https://openalex.org/W3129132070","https://openalex.org/W3163108476","https://openalex.org/W3163741067","https://openalex.org/W3164797320","https://openalex.org/W3193604037","https://openalex.org/W3195689301","https://openalex.org/W3204978345","https://openalex.org/W4205390421","https://openalex.org/W4205792914","https://openalex.org/W4220953416","https://openalex.org/W4221089920","https://openalex.org/W4221153281","https://openalex.org/W4223905980","https://openalex.org/W4225552018","https://openalex.org/W4311923858","https://openalex.org/W4312666241","https://openalex.org/W4321109542","https://openalex.org/W4367675471","https://openalex.org/W4377234476","https://openalex.org/W4379283754"],"related_works":["https://openalex.org/W1670332068","https://openalex.org/W2095618524","https://openalex.org/W2735770592","https://openalex.org/W1971024059","https://openalex.org/W2347413598","https://openalex.org/W2330863229","https://openalex.org/W71572444","https://openalex.org/W1997383766","https://openalex.org/W2350336482","https://openalex.org/W2340348677"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}