{"id":"https://openalex.org/W4387482355","doi":"https://doi.org/10.1007/978-981-99-7108-4_24","title":"A Review on\u00a0Predicting Drug Target Interactions Based on\u00a0Machine Learning","display_name":"A Review on\u00a0Predicting Drug Target Interactions Based on\u00a0Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387482355","doi":"https://doi.org/10.1007/978-981-99-7108-4_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-7108-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7108-4_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"review","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/A5100651611","display_name":"Weisong Shi","orcid":"https://orcid.org/0000-0001-5864-4675"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Shi","raw_affiliation_strings":["The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051430745","display_name":"Dandan Peng","orcid":"https://orcid.org/0000-0003-3486-8046"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dandan Peng","raw_affiliation_strings":["The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042723525","display_name":"Jinyuan Luo","orcid":"https://orcid.org/0000-0001-8466-6894"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyuan Luo","raw_affiliation_strings":["The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101634076","display_name":"Guozhu Chen","orcid":"https://orcid.org/0000-0002-8898-6614"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhu Chen","raw_affiliation_strings":["The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047372535","display_name":"Hong Yang","orcid":"https://orcid.org/0000-0001-7731-230X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Yang","raw_affiliation_strings":["The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006960979","display_name":"Linhai Xie","orcid":"https://orcid.org/0000-0001-8593-2277"},"institutions":[{"id":"https://openalex.org/I4210149540","display_name":"Beijing Proteome Research Center","ror":"https://ror.org/05pp5b412","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210149540"]},{"id":"https://openalex.org/I4391768116","display_name":"State Key Laboratory of Proteomics","ror":"https://ror.org/019bev041","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802541053","https://openalex.org/I4391768116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linhai Xie","raw_affiliation_strings":["State Key Laboratory of Proteomics, National Center for Protein Sciences (Beijing), Beijing, 102206, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Proteomics, National Center for Protein Sciences (Beijing), Beijing, 102206, China","institution_ids":["https://openalex.org/I4210149540","https://openalex.org/I4391768116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069708679","display_name":"Xiaoxia Yin","orcid":"https://orcid.org/0009-0009-8939-4459"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Xia Yin","raw_affiliation_strings":["The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049750015","display_name":"Yanchun Zhang","orcid":"https://orcid.org/0000-0002-5094-5980"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanchun Zhang","raw_affiliation_strings":["The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5006960979"],"corresponding_institution_ids":["https://openalex.org/I4210149540","https://openalex.org/I4391768116"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.0147,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9131899,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9456999897956848,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9236000180244446,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8365287184715271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7265207171440125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7218860387802124},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5885475873947144},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5122291445732117},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4961269795894623},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4596085548400879}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8365287184715271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7265207171440125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7218860387802124},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5885475873947144},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5122291445732117},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4961269795894623},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4596085548400879},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-7108-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7108-4_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2033906815","https://openalex.org/W2066201825","https://openalex.org/W2079745490","https://openalex.org/W2104950117","https://openalex.org/W2106029302","https://openalex.org/W2109991441","https://openalex.org/W2126671570","https://openalex.org/W2151357092","https://openalex.org/W2320193368","https://openalex.org/W2336207313","https://openalex.org/W2605952223","https://openalex.org/W2784213390","https://openalex.org/W2785947426","https://openalex.org/W2888273069","https://openalex.org/W2889321024","https://openalex.org/W2903705089","https://openalex.org/W2964880320","https://openalex.org/W2967815638","https://openalex.org/W2969996838","https://openalex.org/W2999143619","https://openalex.org/W3004497899","https://openalex.org/W3007309629","https://openalex.org/W3032123378","https://openalex.org/W3040062994","https://openalex.org/W3092712933","https://openalex.org/W3096561213","https://openalex.org/W3125641916","https://openalex.org/W3126516421","https://openalex.org/W3129096424","https://openalex.org/W3132796384","https://openalex.org/W3159176720","https://openalex.org/W3162048269","https://openalex.org/W3183475563","https://openalex.org/W3183961068","https://openalex.org/W3186179742","https://openalex.org/W3196558805","https://openalex.org/W3201477029","https://openalex.org/W4205167309","https://openalex.org/W4214530112","https://openalex.org/W4225423339","https://openalex.org/W4225435640","https://openalex.org/W4285727575","https://openalex.org/W4318391592"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2140798747","https://openalex.org/W2731899572","https://openalex.org/W2062195135","https://openalex.org/W4304166257","https://openalex.org/W2730112582","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}