{"id":"https://openalex.org/W2983287654","doi":"https://doi.org/10.1155/2019/1926156","title":"SmoPSI: Analysis and Prediction of Small Molecule Binding Sites Based on Protein Sequence Information","display_name":"SmoPSI: Analysis and Prediction of Small Molecule Binding Sites Based on Protein Sequence Information","publication_year":2019,"publication_date":"2019-11-13","ids":{"openalex":"https://openalex.org/W2983287654","doi":"https://doi.org/10.1155/2019/1926156","mag":"2983287654","pmid":"https://pubmed.ncbi.nlm.nih.gov/31814842"},"language":"en","primary_location":{"id":"doi:10.1155/2019/1926156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/1926156","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2019/1926156.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2019/1926156.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054667546","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-9616-1145"},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China","Laboratory of Computation Intelligence and Information Processing, Engineering Technology Research Center for Computing Intelligence and Data Mining, 453007 Xinxiang, Henan Province, China"],"raw_orcid":"https://orcid.org/0000-0002-9616-1145","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China","institution_ids":["https://openalex.org/I75955062"]},{"raw_affiliation_string":"Laboratory of Computation Intelligence and Information Processing, Engineering Technology Research Center for Computing Intelligence and Data Mining, 453007 Xinxiang, Henan Province, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072476383","display_name":"Keliang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keliang Li","raw_affiliation_strings":["Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China","institution_ids":["https://openalex.org/I75955062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083461674","display_name":"Hehe Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hehe Lv","raw_affiliation_strings":["Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China","institution_ids":["https://openalex.org/I75955062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330908","display_name":"Hongjun Zhang","orcid":"https://orcid.org/0009-0009-2446-2115"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongjun Zhang","raw_affiliation_strings":["School of Aviation Engineering, Anyang University, 455000 Anyang, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aviation Engineering, Anyang University, 455000 Anyang, Henan Province, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075089700","display_name":"Shixun Wang","orcid":"https://orcid.org/0000-0002-5127-8403"},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixun Wang","raw_affiliation_strings":["Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China","institution_ids":["https://openalex.org/I75955062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101914950","display_name":"Junwei Huang","orcid":"https://orcid.org/0009-0007-1034-7058"},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Huang","raw_affiliation_strings":["Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, College of Computer and Information Engineering, Henan Normal University, 453007 Xinxiang, Henan Province, China","institution_ids":["https://openalex.org/I75955062"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054667546"],"corresponding_institution_ids":["https://openalex.org/I75955062"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.2129,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82198933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9915000200271606,"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"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9707000255584717,"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/small-molecule","display_name":"Small molecule","score":0.6814945936203003},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6688346266746521},{"id":"https://openalex.org/keywords/binding-site","display_name":"Binding site","score":0.5794808268547058},{"id":"https://openalex.org/keywords/molecule","display_name":"Molecule","score":0.5760198831558228},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.5214295387268066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4633162021636963},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4319634735584259},{"id":"https://openalex.org/keywords/hydrogen-bond","display_name":"Hydrogen bond","score":0.426509827375412},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.407023549079895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3958829641342163},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20172661542892456},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.12359270453453064}],"concepts":[{"id":"https://openalex.org/C161624437","wikidata":"https://www.wikidata.org/wiki/Q1988322","display_name":"Small molecule","level":2,"score":0.6814945936203003},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6688346266746521},{"id":"https://openalex.org/C107824862","wikidata":"https://www.wikidata.org/wiki/Q616005","display_name":"Binding site","level":2,"score":0.5794808268547058},{"id":"https://openalex.org/C32909587","wikidata":"https://www.wikidata.org/wiki/Q11369","display_name":"Molecule","level":2,"score":0.5760198831558228},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.5214295387268066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4633162021636963},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4319634735584259},{"id":"https://openalex.org/C112887158","wikidata":"https://www.wikidata.org/wiki/Q169324","display_name":"Hydrogen bond","level":3,"score":0.426509827375412},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.407023549079895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3958829641342163},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20172661542892456},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.12359270453453064},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072417","descriptor_name":"Protein Domains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072417","descriptor_name":"Protein Domains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072417","descriptor_name":"Protein Domains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006860","descriptor_name":"Hydrogen Bonding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006860","descriptor_name":"Hydrogen Bonding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006860","descriptor_name":"Hydrogen Bonding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015195","descriptor_name":"Drug Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015195","descriptor_name":"Drug Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015195","descriptor_name":"Drug Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055672","descriptor_name":"Static Electricity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055672","descriptor_name":"Static Electricity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055672","descriptor_name":"Static Electricity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2019/1926156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/1926156","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2019/1926156.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:31814842","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31814842","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:57fe777802514495b8a79eba002b27dc","is_oa":true,"landing_page_url":"https://doaj.org/article/57fe777802514495b8a79eba002b27dc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2019 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5855272","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6877956","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2019/1926156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/1926156","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2019/1926156.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G1026689949","display_name":null,"funder_award_id":"qd15132","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G1112483639","display_name":null,"funder_award_id":"182300410368","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1152039656","display_name":null,"funder_award_id":"qd15132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1277352542","display_name":null,"funder_award_id":"qd15132","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G128463709","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G1379776269","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G1417126042","display_name":null,"funder_award_id":"qd15132","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G1441924853","display_name":null,"funder_award_id":"61402153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1482857042","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G1549219634","display_name":null,"funder_award_id":"182300410130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1605330907","display_name":null,"funder_award_id":"61772176","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G1621954512","display_name":null,"funder_award_id":"182300410368","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G174535051","display_name":null,"funder_award_id":"CXGG17002","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1755856950","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320327051","funder_display_name":"Science and Technology Department of Henan Province"},{"id":"https://openalex.org/G2143804069","display_name":null,"funder_award_id":"17B520002","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G233637772","display_name":null,"funder_award_id":"CXGG17002","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G2368658316","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G2405450793","display_name":null,"funder_award_id":"2016M602247","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G2432416161","display_name":null,"funder_award_id":"61772176","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G243422269","display_name":null,"funder_award_id":"16A520016","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G2436295593","display_name":null,"funder_award_id":"182102210208","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2525515176","display_name":null,"funder_award_id":"61402153","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G2640352491","display_name":null,"funder_award_id":"142102210056","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G2658357901","display_name":null,"funder_award_id":"201702115008","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G2672943081","display_name":null,"funder_award_id":"201702115008","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G2835644369","display_name":null,"funder_award_id":"2017GGJS041","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G2873202269","display_name":null,"funder_award_id":"qd15130","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G3021698286","display_name":null,"funder_award_id":"qd15130","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G322031168","display_name":null,"funder_award_id":"qd15130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3242670045","display_name":null,"funder_award_id":"2016M602247","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G3271074255","display_name":null,"funder_award_id":"142102210056","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G3271602924","display_name":null,"funder_award_id":"17B520002","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3314277806","display_name":null,"funder_award_id":"182300410368","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3319777373","display_name":null,"funder_award_id":"182300410368","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G3366063398","display_name":null,"funder_award_id":"182300410130","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3387546645","display_name":null,"funder_award_id":"2017GGJS041","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G3419998376","display_name":null,"funder_award_id":"182300410306","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G3444376333","display_name":null,"funder_award_id":"182300410368","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G3692155136","display_name":null,"funder_award_id":"qd15130","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G3712351554","display_name":null,"funder_award_id":"201702115008","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G3815423155","display_name":null,"funder_award_id":"182300410306","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3851528131","display_name":null,"funder_award_id":"182300410306","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G3883691939","display_name":null,"funder_award_id":"61772176","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G3893314","display_name":null,"funder_award_id":"17B520036","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G3976845336","display_name":null,"funder_award_id":"17B520002","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G4029398622","display_name":null,"funder_award_id":"142102210056","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G4040709795","display_name":null,"funder_award_id":"61772176","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4172308826","display_name":null,"funder_award_id":"CXGG17002","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G4206875280","display_name":null,"funder_award_id":"qd15130","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G4255330616","display_name":null,"funder_award_id":"182102210208","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G4296414264","display_name":null,"funder_award_id":"61772176","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G4329292813","display_name":null,"funder_award_id":"2017GGJS041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4363906057","display_name":null,"funder_award_id":"qd15129","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G4450515776","display_name":null,"funder_award_id":"2017GGJS041","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G4469391127","display_name":null,"funder_award_id":"2017GGJS041","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4599894840","display_name":null,"funder_award_id":"182300410306","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G4650494300","display_name":null,"funder_award_id":"qd15129","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G465995556","display_name":null,"funder_award_id":"16A520016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4868343829","display_name":null,"funder_award_id":"182300410306","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4963412676","display_name":null,"funder_award_id":"17B520002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4980802457","display_name":null,"funder_award_id":"142102210056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5046246355","display_name":null,"funder_award_id":"17B520036","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G5222079993","display_name":null,"funder_award_id":"182102210208","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G528908516","display_name":null,"funder_award_id":"2016M602247","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G5469367667","display_name":null,"funder_award_id":"qd15132","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G5589074348","display_name":null,"funder_award_id":"182300410130","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G5599159390","display_name":null,"funder_award_id":"CXGG17002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5620345067","display_name":null,"funder_award_id":"61772176","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G5626049319","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G5653632540","display_name":null,"funder_award_id":"61402153","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G5744583243","display_name":null,"funder_award_id":"16A520016","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G5756340536","display_name":null,"funder_award_id":"142102210056","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G590209913","display_name":null,"funder_award_id":"16A520016","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G5917827055","display_name":null,"funder_award_id":"16A520016","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G5934676779","display_name":null,"funder_award_id":"17B520036","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G5961821985","display_name":null,"funder_award_id":"qd15132","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G5972354309","display_name":null,"funder_award_id":"qd15129","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6018939978","display_name":null,"funder_award_id":"2017GGJS041","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G606411710","display_name":null,"funder_award_id":"qd15129","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G6085712568","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6112327855","display_name":null,"funder_award_id":"16A520016","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G6171614202","display_name":null,"funder_award_id":"201702115008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6215581354","display_name":null,"funder_award_id":"CXGG17002","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G6230523840","display_name":null,"funder_award_id":"182300410130","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G6345236229","display_name":null,"funder_award_id":"qd15130","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G6370361930","display_name":null,"funder_award_id":"142102210056","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6422840515","display_name":null,"funder_award_id":"2017GGJS041","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G6479094260","display_name":null,"funder_award_id":"201702115008","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G6526389407","display_name":null,"funder_award_id":"2016M602247","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G6536543852","display_name":null,"funder_award_id":"17B520036","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G6541767213","display_name":null,"funder_award_id":"182300410368","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G6598058044","display_name":null,"funder_award_id":"2016M602247","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6654273942","display_name":null,"funder_award_id":"182300410306","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G668868353","display_name":null,"funder_award_id":"182102210208","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G6732203679","display_name":null,"funder_award_id":"182300410130","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G6735113035","display_name":null,"funder_award_id":"qd15132","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6738110129","display_name":null,"funder_award_id":"61402153","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G706267535","display_name":null,"funder_award_id":"182300410306","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G7217573917","display_name":null,"funder_award_id":"172102210338","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7282026911","display_name":null,"funder_award_id":"182102210208","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G7296483059","display_name":null,"funder_award_id":"16A520016","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7335946466","display_name":null,"funder_award_id":"182102210208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7391893204","display_name":null,"funder_award_id":"17B520036","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G7433387928","display_name":null,"funder_award_id":"2016M602247","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7504067323","display_name":null,"funder_award_id":"61772176","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7533241288","display_name":null,"funder_award_id":"17B520036","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G753718276","display_name":null,"funder_award_id":"61402153","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7622383829","display_name":null,"funder_award_id":"142102210056","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G7762200695","display_name":null,"funder_award_id":"qd15129","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7771713046","display_name":null,"funder_award_id":"17B520002","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G8008898053","display_name":null,"funder_award_id":"182102210208","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G8082808460","display_name":null,"funder_award_id":"CXGG17002","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G8150878961","display_name":null,"funder_award_id":"2016M602247","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G8309719185","display_name":null,"funder_award_id":"201702115008","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G8313756683","display_name":null,"funder_award_id":"qd15129","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G8322654098","display_name":null,"funder_award_id":"182300410130","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G8366471677","display_name":null,"funder_award_id":"qd15129","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8470223357","display_name":null,"funder_award_id":"qd15130","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8502452777","display_name":null,"funder_award_id":"61402153","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8519204112","display_name":null,"funder_award_id":"201702115008","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8689003394","display_name":null,"funder_award_id":"17B520002","funder_id":"https://openalex.org/F4320311345","funder_display_name":"Henan Normal University"},{"id":"https://openalex.org/G8732300627","display_name":null,"funder_award_id":"182300410368","funder_id":"https://openalex.org/F4320325625","funder_display_name":"Education Department of Henan Province"},{"id":"https://openalex.org/G8754983481","display_name":null,"funder_award_id":"17B520002","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G8830237757","display_name":null,"funder_award_id":"182300410130","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G8910699739","display_name":null,"funder_award_id":"61402153","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G8969789013","display_name":null,"funder_award_id":"CXGG17002","funder_id":"https://openalex.org/F4320326718","funder_display_name":"Science and Technology Department, Henan Province"},{"id":"https://openalex.org/G8981357444","display_name":null,"funder_award_id":"17B520036","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320311345","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320323845","display_name":"Natural Science Foundation of Henan Province","ror":null},{"id":"https://openalex.org/F4320325625","display_name":"Education Department of Henan Province","ror":null},{"id":"https://openalex.org/F4320326718","display_name":"Science and Technology Department, Henan Province","ror":null},{"id":"https://openalex.org/F4320327051","display_name":"Science and Technology Department of Henan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2983287654.pdf","grobid_xml":"https://content.openalex.org/works/W2983287654.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W16685768","https://openalex.org/W1543773936","https://openalex.org/W1978987398","https://openalex.org/W1980969309","https://openalex.org/W1984291816","https://openalex.org/W2019951137","https://openalex.org/W2023037025","https://openalex.org/W2035229349","https://openalex.org/W2038715907","https://openalex.org/W2043638247","https://openalex.org/W2051872583","https://openalex.org/W2053671774","https://openalex.org/W2058120274","https://openalex.org/W2060059149","https://openalex.org/W2068281071","https://openalex.org/W2069651230","https://openalex.org/W2077776336","https://openalex.org/W2090794687","https://openalex.org/W2096236743","https://openalex.org/W2100799786","https://openalex.org/W2112832917","https://openalex.org/W2115480192","https://openalex.org/W2119493141","https://openalex.org/W2128402268","https://openalex.org/W2145023212","https://openalex.org/W2152856869","https://openalex.org/W2159076012","https://openalex.org/W2164088236","https://openalex.org/W2315917310","https://openalex.org/W2327241638","https://openalex.org/W2338949888","https://openalex.org/W2614021444","https://openalex.org/W2754595644","https://openalex.org/W2767813457","https://openalex.org/W2768778425","https://openalex.org/W2785947426","https://openalex.org/W2792758786","https://openalex.org/W2794205067","https://openalex.org/W4244099440"],"related_works":["https://openalex.org/W2480711475","https://openalex.org/W1964283893","https://openalex.org/W2043558654","https://openalex.org/W4225792090","https://openalex.org/W2090863707","https://openalex.org/W4385741417","https://openalex.org/W4285201319","https://openalex.org/W3143642740","https://openalex.org/W4214840794","https://openalex.org/W2167226024"],"abstract_inverted_index":{"The":[0,18,97,112],"analysis":[1],"and":[2,15,31,34,65,107,122,135,138,146],"prediction":[3],"of":[4,55,68,90,105,110],"small":[5,24,40,91],"molecule":[6,25,41],"binding":[7,26,53,88,133],"sites":[8,27,54,89],"is":[9],"very":[10],"important":[11],"for":[12,22,37,51,85],"drug":[13,16],"discovery":[14],"design.":[17],"traditional":[19],"experimental":[20,113],"methods":[21],"detecting":[23],"are":[28,43],"usually":[29],"expensive":[30],"time":[32],"consuming,":[33],"the":[35,63,82,87,132,141,154],"tools":[36],"single":[38],"species":[39],"research":[42],"equally":[44],"inefficient.":[45],"In":[46,70,127],"recent":[47],"years,":[48],"some":[49],"algorithms":[50],"predicting":[52,86],"protein-small":[56],"molecules":[57],"have":[58,74,149],"been":[59],"developed":[60],"based":[61,80],"on":[62,81,153],"geometric":[64],"sequence":[66,95],"characteristics":[67],"proteins.":[69],"this":[71],"paper,":[72],"we":[73,129],"proposed":[75],"SmoPSI,":[76],"a":[77],"classification":[78],"model":[79,98],"XGBoost":[83],"algorithm":[84],"molecules,":[92],"using":[93],"protein":[94],"information.":[96],"achieved":[99],"better":[100],"results":[101,114],"with":[102],"an":[103,108],"AUC":[104],"0.918":[106],"ACC":[109],"0.913.":[111],"demonstrate":[115],"that":[116],"our":[117],"method":[118],"achieves":[119],"high":[120],"performances":[121],"outperforms":[123],"many":[124],"existing":[125],"predictors.":[126],"addition,":[128],"also":[130],"analyzed":[131],"residues":[134,137],"nonbinding":[136],"finally":[139],"found":[140],"PSSM;":[142],"hydrophilicity,":[143],"hydrophobicity,":[144],"charge,":[145],"hydrogen":[147],"bonding":[148],"obviously":[150],"different":[151],"effects":[152],"binding-site":[155],"predictions.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}