{"id":"https://openalex.org/W4292261601","doi":"https://doi.org/10.1109/access.2022.3199443","title":"Artificial Intelligence and Structural Health Monitoring of Bridges: A Review of the State-of-the-Art","display_name":"Artificial Intelligence and Structural Health Monitoring of Bridges: A Review of the State-of-the-Art","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4292261601","doi":"https://doi.org/10.1109/access.2022.3199443"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3199443","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3199443","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858154.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858154.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010442167","display_name":"Raffaele Zinno","orcid":"https://orcid.org/0000-0003-1533-6968"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raffaele Zinno","raw_affiliation_strings":["Department of Environmental Engineering, University of Calabria, Rende, Italy","Department of Environmental Engineering, University of Calabria, Via Bucci, Rende, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Engineering, University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"Department of Environmental Engineering, University of Calabria, Via Bucci, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043838801","display_name":"Sina Shaffiee Haghshenas","orcid":"https://orcid.org/0000-0003-2859-3920"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sina Shaffiee Haghshenas","raw_affiliation_strings":["Department of Civil Engineering, University of Calabria, Rende, Italy","Department of Civil Engineering, University of Calabria, Via Bucci, Rende, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2859-3920","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, Via Bucci, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084408557","display_name":"Giuseppe Guido","orcid":"https://orcid.org/0000-0001-7570-4123"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Guido","raw_affiliation_strings":["Department of Civil Engineering, University of Calabria, Rende, Italy","Department of Civil Engineering, University of Calabria, Via Bucci, Rende, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, Via Bucci, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060637809","display_name":"Alessandro Vitale","orcid":"https://orcid.org/0000-0001-7163-8114"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro VItale","raw_affiliation_strings":["Department of Civil Engineering, University of Calabria, Rende, Italy","Department of Civil Engineering, University of Calabria, Via Bucci, Rende, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]},{"raw_affiliation_string":"Department of Civil Engineering, University of Calabria, Via Bucci, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I45204951"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":14.3174,"has_fulltext":true,"cited_by_count":149,"citation_normalized_percentile":{"value":0.9968294,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"88058","last_page":"88078"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11850","display_name":"Concrete Corrosion and Durability","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.8500014543533325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6727620363235474},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5915089249610901},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5769935846328735},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5769044160842896},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5278308987617493},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5051570534706116},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.44556134939193726},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4384256899356842},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.37158793210983276},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23510292172431946},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22062581777572632},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16772568225860596}],"concepts":[{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.8500014543533325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6727620363235474},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5915089249610901},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5769935846328735},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5769044160842896},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5278308987617493},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5051570534706116},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.44556134939193726},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4384256899356842},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.37158793210983276},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23510292172431946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22062581777572632},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16772568225860596},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3199443","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3199443","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858154.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9d8a8b1053ad4f508fc96b352a41422b","is_oa":true,"landing_page_url":"https://doaj.org/article/9d8a8b1053ad4f508fc96b352a41422b","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":"IEEE Access, Vol 10, Pp 88058-88078 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3199443","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3199443","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858154.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292261601.pdf","grobid_xml":"https://content.openalex.org/works/W4292261601.grobid-xml"},"referenced_works_count":178,"referenced_works":["https://openalex.org/W85679892","https://openalex.org/W581820307","https://openalex.org/W626700210","https://openalex.org/W854745641","https://openalex.org/W1488506354","https://openalex.org/W1523518292","https://openalex.org/W1594031697","https://openalex.org/W1968884227","https://openalex.org/W1970656535","https://openalex.org/W1979377066","https://openalex.org/W1988699504","https://openalex.org/W1995743477","https://openalex.org/W2014337736","https://openalex.org/W2016746101","https://openalex.org/W2018819560","https://openalex.org/W2027006788","https://openalex.org/W2038420319","https://openalex.org/W2039262560","https://openalex.org/W2047350783","https://openalex.org/W2062959223","https://openalex.org/W2066636721","https://openalex.org/W2073700338","https://openalex.org/W2074865067","https://openalex.org/W2095307887","https://openalex.org/W2137522628","https://openalex.org/W2146408034","https://openalex.org/W2166399999","https://openalex.org/W2209623068","https://openalex.org/W2225888838","https://openalex.org/W2274946389","https://openalex.org/W2288455524","https://openalex.org/W2330668423","https://openalex.org/W2335948577","https://openalex.org/W2464366667","https://openalex.org/W2514520847","https://openalex.org/W2529220826","https://openalex.org/W2544251039","https://openalex.org/W2551125611","https://openalex.org/W2584042603","https://openalex.org/W2584615217","https://openalex.org/W2594639291","https://openalex.org/W2613691471","https://openalex.org/W2742719594","https://openalex.org/W2743652019","https://openalex.org/W2754477712","https://openalex.org/W2767118309","https://openalex.org/W2772622694","https://openalex.org/W2782227978","https://openalex.org/W2791957585","https://openalex.org/W2792675839","https://openalex.org/W2793085687","https://openalex.org/W2794137295","https://openalex.org/W2794545370","https://openalex.org/W2800215617","https://openalex.org/W2800287223","https://openalex.org/W2801185666","https://openalex.org/W2808459110","https://openalex.org/W2883691150","https://openalex.org/W2885350501","https://openalex.org/W2885726210","https://openalex.org/W2903269270","https://openalex.org/W2911081702","https://openalex.org/W2914488306","https://openalex.org/W2935714482","https://openalex.org/W2939773035","https://openalex.org/W2950414052","https://openalex.org/W2955412401","https://openalex.org/W2962784645","https://openalex.org/W2966200916","https://openalex.org/W2966429468","https://openalex.org/W2969922914","https://openalex.org/W2970051320","https://openalex.org/W2972445383","https://openalex.org/W2972652036","https://openalex.org/W2975919096","https://openalex.org/W2981208204","https://openalex.org/W2981903949","https://openalex.org/W2984279647","https://openalex.org/W2995353658","https://openalex.org/W2996749908","https://openalex.org/W2996834926","https://openalex.org/W2998366788","https://openalex.org/W3003403422","https://openalex.org/W3008036189","https://openalex.org/W3011055781","https://openalex.org/W3016659228","https://openalex.org/W3024912007","https://openalex.org/W3032150799","https://openalex.org/W3032206867","https://openalex.org/W3033076407","https://openalex.org/W3036463626","https://openalex.org/W3036887137","https://openalex.org/W3037029995","https://openalex.org/W3040462317","https://openalex.org/W3041666796","https://openalex.org/W3046060192","https://openalex.org/W3047258511","https://openalex.org/W3048844515","https://openalex.org/W3068551793","https://openalex.org/W3080734864","https://openalex.org/W3081502560","https://openalex.org/W3085404919","https://openalex.org/W3087374167","https://openalex.org/W3092202816","https://openalex.org/W3095300548","https://openalex.org/W3100525490","https://openalex.org/W3109413318","https://openalex.org/W3110846500","https://openalex.org/W3110926518","https://openalex.org/W3112245158","https://openalex.org/W3119953198","https://openalex.org/W3127921612","https://openalex.org/W3129106437","https://openalex.org/W3134457240","https://openalex.org/W3135837054","https://openalex.org/W3136930783","https://openalex.org/W3139032741","https://openalex.org/W3139854041","https://openalex.org/W3149364118","https://openalex.org/W3153085477","https://openalex.org/W3155689816","https://openalex.org/W3162352402","https://openalex.org/W3162505753","https://openalex.org/W3167658574","https://openalex.org/W3172904961","https://openalex.org/W3173661232","https://openalex.org/W3175295277","https://openalex.org/W3183660758","https://openalex.org/W3183841110","https://openalex.org/W3185776785","https://openalex.org/W3195454400","https://openalex.org/W3195481744","https://openalex.org/W3205290066","https://openalex.org/W3207664663","https://openalex.org/W3208102959","https://openalex.org/W3210176279","https://openalex.org/W3211270277","https://openalex.org/W3212395929","https://openalex.org/W3212537971","https://openalex.org/W4200376020","https://openalex.org/W4205659925","https://openalex.org/W4206361991","https://openalex.org/W4206619480","https://openalex.org/W4212883601","https://openalex.org/W4220757995","https://openalex.org/W4220775061","https://openalex.org/W4220832193","https://openalex.org/W4220965924","https://openalex.org/W4221012637","https://openalex.org/W4221059177","https://openalex.org/W4221126655","https://openalex.org/W4225001005","https://openalex.org/W4225113214","https://openalex.org/W4226133823","https://openalex.org/W4226193253","https://openalex.org/W4229010399","https://openalex.org/W4231446456","https://openalex.org/W4239510810","https://openalex.org/W4255836927","https://openalex.org/W4280574172","https://openalex.org/W4281481684","https://openalex.org/W4281663199","https://openalex.org/W4281752165","https://openalex.org/W4281953486","https://openalex.org/W4283207219","https://openalex.org/W4283217043","https://openalex.org/W4293087751","https://openalex.org/W6619865751","https://openalex.org/W6623680870","https://openalex.org/W6629413257","https://openalex.org/W6684484003","https://openalex.org/W6733724640","https://openalex.org/W6742250859","https://openalex.org/W6780582550","https://openalex.org/W6798731029","https://openalex.org/W6799409822","https://openalex.org/W6837887838","https://openalex.org/W6838943638"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4311167096","https://openalex.org/W4386041242"],"abstract_inverted_index":{"In":[0],"the":[1,4,9,23,33,86,102,154,158,183,194],"age":[2],"of":[3,11,38,61,70,85,115,132,140,157,182,185],"smart":[5],"city,":[6],"things":[7],"like":[8],"Internet":[10],"Things":[12],"(IoT)":[13],"and":[14,36,93,105,124,170,207],"big":[15,20],"data":[16],"analytics":[17],"are":[18,204],"making":[19],"changes":[21],"to":[22,50,58,78,144,152],"way":[24],"traditional":[25],"structural":[26],"health":[27],"monitoring":[28],"(SHM)":[29],"is":[30,83,126,143],"done.":[31],"Also,":[32],"capacity,":[34],"flexibility,":[35],"robustness":[37],"artificial":[39],"intelligence":[40],"(AI)":[41],"techniques":[42],"for":[43,75,110,164,191],"solving":[44],"complex":[45],"real-world":[46],"problems":[47],"have":[48,97],"led":[49],"an":[51,67,180],"increasing":[52],"interest":[53],"in":[54,63,73,112,160,187,193,201],"applying":[55],"these":[56],"methods":[57],"SHM":[59,74,108,162,189,203],"systems":[60,135,163,190],"infrastructures":[62,76,89],"recent":[64,71],"years.":[65],"Therefore,":[66],"analytical":[68],"evaluation":[69],"advancements":[72],"appears":[77],"be":[79,150],"important.":[80],"The":[81,107,137],"bridge":[82],"one":[84],"significant":[87],"transportation":[88,134],"where":[90],"existing":[91,175],"environmental":[92],"destructive":[94],"variables":[95],"can":[96,149],"a":[98,129],"negative":[99],"impact":[100],"on":[101],"structure&#x2019;s":[103],"life":[104,117],"health.":[106],"system":[109],"bridges":[111,192],"different":[113],"stages":[114],"their":[116],"cycle,":[118],"such":[119],"as":[120,128,172,174],"construction,":[121],"development,":[122],"management,":[123],"maintenance,":[125],"seen":[127],"complementary":[130],"part":[131],"intelligent":[133],"(ITS).":[136],"main":[138],"goal":[139],"this":[141],"study":[142],"look":[145],"at":[146],"how":[147],"AI":[148,186],"used":[151],"improve":[153],"current":[155],"state":[156],"art":[159],"data-driven":[161,188],"bridges,":[165],"including":[166],"conceptual":[167],"frameworks,":[168],"advantages,":[169],"challenges,":[171],"well":[173],"approaches.":[176],"This":[177],"article":[178],"presents":[179],"overview":[181],"role":[184],"future.":[195],"Finally,":[196],"some":[197],"potential":[198],"research":[199],"possibilities":[200],"AI-assisted":[202],"also":[205],"emphasized":[206],"detailed.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":57},{"year":2024,"cited_by_count":47},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-04T07:58:01.006859","created_date":"2025-10-10T00:00:00"}
