{"id":"https://openalex.org/W4362670134","doi":"https://doi.org/10.1007/s11042-023-14592-x","title":"A novel method using LSTM-RNN to generate smart contracts code templates for improved usability","display_name":"A novel method using LSTM-RNN to generate smart contracts code templates for improved usability","publication_year":2023,"publication_date":"2023-04-06","ids":{"openalex":"https://openalex.org/W4362670134","doi":"https://doi.org/10.1007/s11042-023-14592-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-14592-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-14592-x","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5067611057","display_name":"Zhihao Hao","orcid":"https://orcid.org/0000-0002-1079-7063"},"institutions":[{"id":"https://openalex.org/I4210118281","display_name":"National Earthquake Response Support Service","ror":"https://ror.org/02gzvm828","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118281"]},{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]},{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Zhihao Hao","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","China Industrial Control Systems Cyber Emergency Response Team, Beijing, 100040, People\u2019s Republic of China","National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","PAMI Research Group, Department of Computer and Information Science, University of Macau, Taipa, Macau SAR, 999078, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"China Industrial Control Systems Cyber Emergency Response Team, Beijing, 100040, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210118281"]},{"raw_affiliation_string":"National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"PAMI Research Group, Department of Computer and Information Science, University of Macau, Taipa, Macau SAR, 999078, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048088901","display_name":"Bob Zhang","orcid":"https://orcid.org/0000-0003-2497-9519"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]},{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["CN","MO"],"is_corresponding":true,"raw_author_name":"Bob Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","PAMI Research Group, Department of Computer and Information Science, University of Macau, Taipa, Macau SAR, 999078, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"PAMI Research Group, Department of Computer and Information Science, University of Macau, Taipa, Macau SAR, 999078, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059208143","display_name":"Dianhui Mao","orcid":"https://orcid.org/0000-0001-9171-548X"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dianhui Mao","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063067173","display_name":"Jerome Yen","orcid":"https://orcid.org/0000-0001-8541-4437"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jerome Yen","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Taipa, Macau SAR, 999078, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Taipa, Macau SAR, 999078, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101675987","display_name":"Zhihua Zhao","orcid":"https://orcid.org/0000-0001-5275-0979"},"institutions":[{"id":"https://openalex.org/I177955009","display_name":"China University of Political Science and Law","ror":"https://ror.org/00e49gy82","country_code":"CN","type":"education","lineage":["https://openalex.org/I177955009"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Zhao","raw_affiliation_strings":["School of Law, China University of Political Science and Law, No. 25, Xitucheng Road, Beijing, 102249, China"],"affiliations":[{"raw_affiliation_string":"School of Law, China University of Political Science and Law, No. 25, Xitucheng Road, Beijing, 102249, China","institution_ids":["https://openalex.org/I177955009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904301","display_name":"Min Zuo","orcid":"https://orcid.org/0000-0002-7556-5538"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zuo","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108049287","display_name":"Haisheng Li","orcid":"https://orcid.org/0000-0003-4861-0513"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haisheng Li","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"National Engineering Laboratory for Agri-product Quality Traceability, Beijing Technology and Business University, No. 33, Fucheng Road, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012773300","display_name":"Chengzhong Xu","orcid":"https://orcid.org/0000-0001-9480-0356"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Cheng-Zhong Xu","raw_affiliation_strings":["State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macau SAR, 999078, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macau SAR, 999078, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5048088901"],"corresponding_institution_ids":["https://openalex.org/I179026463","https://openalex.org/I204512498"],"apc_list":null,"apc_paid":null,"fwci":7.8629,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97332424,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"82","issue":"27","first_page":"41669","last_page":"41699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9226885437965393},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7013430595397949},{"id":"https://openalex.org/keywords/smart-contract","display_name":"Smart contract","score":0.5324697494506836},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.49349677562713623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4773052930831909},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3203356862068176},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26444387435913086},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.25423532724380493},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13924461603164673},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.12013393640518188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9226885437965393},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7013430595397949},{"id":"https://openalex.org/C2779950589","wikidata":"https://www.wikidata.org/wiki/Q7544035","display_name":"Smart contract","level":3,"score":0.5324697494506836},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.49349677562713623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4773052930831909},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3203356862068176},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26444387435913086},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.25423532724380493},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13924461603164673},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.12013393640518188}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-14592-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-14592-x","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2701579214","display_name":null,"funder_award_id":"18BGL202","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"},{"id":"https://openalex.org/G7829160424","display_name":null,"funder_award_id":"MYRG2019-00006-FST","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"}],"funders":[{"id":"https://openalex.org/F4320322841","display_name":"Universidade de Macau","ror":"https://ror.org/01r4q9n85"},{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1485912969","https://openalex.org/W1965667542","https://openalex.org/W2069564486","https://openalex.org/W2116271809","https://openalex.org/W2150780222","https://openalex.org/W2282866165","https://openalex.org/W2404244834","https://openalex.org/W2517744317","https://openalex.org/W2539190473","https://openalex.org/W2547232715","https://openalex.org/W2592077777","https://openalex.org/W2603574138","https://openalex.org/W2604844934","https://openalex.org/W2618694545","https://openalex.org/W2752925090","https://openalex.org/W2783190965","https://openalex.org/W2805052744","https://openalex.org/W2805827286","https://openalex.org/W2809409966","https://openalex.org/W2846896781","https://openalex.org/W2890011873","https://openalex.org/W2891585855","https://openalex.org/W2897098357","https://openalex.org/W2897751645","https://openalex.org/W2910735050","https://openalex.org/W2945262743","https://openalex.org/W2948331712","https://openalex.org/W2957095584","https://openalex.org/W2960930698","https://openalex.org/W2966046125","https://openalex.org/W2968976338","https://openalex.org/W2979178745","https://openalex.org/W2982275082","https://openalex.org/W3005608335","https://openalex.org/W3011726407","https://openalex.org/W3013616947","https://openalex.org/W3037068305","https://openalex.org/W3098149161","https://openalex.org/W3102542096","https://openalex.org/W3115124192","https://openalex.org/W3121385022","https://openalex.org/W3127309482","https://openalex.org/W3172221805","https://openalex.org/W3203703047","https://openalex.org/W3214193573","https://openalex.org/W4200149400","https://openalex.org/W4200217955","https://openalex.org/W4234250652","https://openalex.org/W4245415816","https://openalex.org/W6603135882"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
