{"id":"https://openalex.org/W3176880992","doi":"https://doi.org/10.1145/3453800.3453832","title":"AB-ALSTM Model for Autism Early Warning Based on Behavioral Characteristics","display_name":"AB-ALSTM Model for Autism Early Warning Based on Behavioral Characteristics","publication_year":2021,"publication_date":"2021-01-29","ids":{"openalex":"https://openalex.org/W3176880992","doi":"https://doi.org/10.1145/3453800.3453832","mag":"3176880992"},"language":"en","primary_location":{"id":"doi:10.1145/3453800.3453832","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453800.3453832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 5th International Conference on Machine Learning and Soft Computing","raw_type":"proceedings-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/A5087352543","display_name":"ShanShan Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ShanShan Zhong","raw_affiliation_strings":["Sun Yat-Sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059445819","display_name":"Jiaye Lin","orcid":"https://orcid.org/0009-0002-4485-6612"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaye Lin","raw_affiliation_strings":["Sun Yat-Sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101121078","display_name":"Dayu Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dayu Huang","raw_affiliation_strings":["Sun Yat-Sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012717426","display_name":"Manning Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manning Lu","raw_affiliation_strings":["Sun Yat-Sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073166534","display_name":"Daifeng Li","orcid":"https://orcid.org/0000-0002-6727-2153"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daifeng Li","raw_affiliation_strings":["Sun Yat-Sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08655593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"172","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9437000155448914,"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/autism","display_name":"Autism","score":0.9630452394485474},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.6170710325241089},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5327743291854858},{"id":"https://openalex.org/keywords/childhood-autism-rating-scale","display_name":"Childhood Autism Rating Scale","score":0.41473889350891113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37374502420425415},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.34380030632019043},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.3380700945854187},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.3218441605567932}],"concepts":[{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.9630452394485474},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6170710325241089},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5327743291854858},{"id":"https://openalex.org/C2776703358","wikidata":"https://www.wikidata.org/wiki/Q2424099","display_name":"Childhood Autism Rating Scale","level":4,"score":0.41473889350891113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37374502420425415},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.34380030632019043},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3380700945854187},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3218441605567932}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3453800.3453832","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453800.3453832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 5th International Conference on Machine Learning and Soft Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1525595230","https://openalex.org/W1822255859","https://openalex.org/W1981276685","https://openalex.org/W1981760840","https://openalex.org/W1983894784","https://openalex.org/W2039273779","https://openalex.org/W2046245898","https://openalex.org/W2063375278","https://openalex.org/W2080562691","https://openalex.org/W2101746535","https://openalex.org/W2155632266","https://openalex.org/W2593193389","https://openalex.org/W3099665739","https://openalex.org/W4237428902","https://openalex.org/W4247665917","https://openalex.org/W6600271681"],"related_works":["https://openalex.org/W2185278934","https://openalex.org/W2385308086","https://openalex.org/W2766354269","https://openalex.org/W2035250453","https://openalex.org/W2602845084","https://openalex.org/W2385201547","https://openalex.org/W1998938526","https://openalex.org/W1526679798","https://openalex.org/W2060923459","https://openalex.org/W2391978847"],"abstract_inverted_index":{"According":[0],"to":[1,39,103,131,145,190,193,217,247],"the":[2,27,53,92,149,161,180,195,229,237],"Centers":[3],"for":[4,36,77,236],"Disease":[5],"Control":[6],"in":[7,10,69,97,169],"China,":[8],"one":[9,90],"160":[11],"children":[12],"may":[13],"have":[14,50],"autism":[15,66,79,95,109,138,175,200,202,226],"spectrum":[16],"disorder":[17],"(ASD).":[18],"The":[19,99,185],"autistic":[20,37,63],"community":[21,96],"has":[22,31,164],"been":[23],"widely":[24],"concerned":[25],"by":[26,62],"society.":[28],"Social":[29],"networking":[30],"become":[32],"an":[33,74,165],"essential":[34],"channel":[35],"communities":[38],"express":[40],"their":[41,45,220],"voices":[42],"and":[43,147,156,201,215,223,253,258],"share":[44],"experiences,":[46],"but":[47],"few":[48],"studies":[49],"focused":[51],"on":[52],"influence":[54,106,172],"of":[55,91,108,117,167,174,209,241],"this":[56,70],"information":[57,256],"explosion,":[58],"which":[59,88,177],"is":[60,89,102,128,143],"generated":[61],"groups,":[64],"towards":[65],"researches.":[67],"Therefore,":[68],"paper,":[71],"we":[72],"propose":[73],"AB-ALSTM":[75],"model":[76,163,231],"analyzing":[78],"behavior":[80,134],"data":[81],"from":[82,113],"Baidu":[83],"Autism":[84],"Post":[85],"Bar":[86],"(BAPB),":[87],"largest":[93],"online":[94],"China.":[98],"main":[100],"idea":[101],"extract":[104,132],"key":[105,171],"factors":[107,173],"related":[110,136],"behavioral":[111,196],"characteristics":[112],"large-scale":[114],"unstructured":[115],"text":[116],"BAPB.":[118],"In":[119],"AB-ALSTM,":[120],"ALSTM":[121],"(Long-short":[122],"term":[123],"memory":[124],"with":[125,137],"attention":[126],"mechanism)":[127],"firstly":[129],"proposed":[130,162,230],"meaningful":[133],"patterns":[135],"symptoms,":[139,176],"then":[140],"AdaBoost":[141],"(AB)":[142],"ensembled":[144],"optimize":[146],"refine":[148],"extracted":[150],"patterns.":[151],"Extensive":[152],"experiments":[153],"are":[154],"conducted":[155],"experimental":[157],"results":[158],"show":[159],"that":[160],"accuracy":[166],"0.89":[168],"identifying":[170],"significantly":[178],"outperformances":[179],"other":[181],"state-of-the-art":[182],"baseline":[183],"models.":[184],"research":[186],"can":[187,232],"be":[188,233],"used":[189],"design":[191],"questionnaires":[192],"calculate":[194],"similarity":[197],"between":[198,251],"suspected":[199,242],"characteristics,":[203],"allowing":[204],"parents":[205],"who":[206],"lack":[207],"knowledge":[208],"specialized":[210],"fields":[211],"such":[212],"as":[213,244,246],"psychology":[214],"medicine":[216],"accurately":[218],"grasp":[219],"children's":[221],"symptoms":[222],"realize":[224],"early":[225],"warning.":[227],"Furthermore,":[228],"further":[234],"optimized":[235],"initial":[238],"medical":[239],"diagnosis":[240],"autism,":[243],"well":[245],"achieve":[248],"accurate":[249],"matching":[250],"doctors":[252],"patients,":[254],"intelligent":[255],"recommendation":[257],"so":[259],"on.":[260]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
