{"id":"https://openalex.org/W7161715313","doi":"https://doi.org/10.5626/jcse.2025.19.4.146","title":"A Method for Intent Classification of Paddy Field Pest and Disease Questions Based on RoBHBB-Att","display_name":"A Method for Intent Classification of Paddy Field Pest and Disease Questions Based on RoBHBB-Att","publication_year":2025,"publication_date":"2025-12-31","ids":{"openalex":"https://openalex.org/W7161715313","doi":"https://doi.org/10.5626/jcse.2025.19.4.146"},"language":"en","primary_location":{"id":"doi:10.5626/jcse.2025.19.4.146","is_oa":false,"landing_page_url":"https://doi.org/10.5626/jcse.2025.19.4.146","pdf_url":null,"source":{"id":"https://openalex.org/S2764945857","display_name":"Journal of Computing Science and Engineering","issn_l":"1976-4677","issn":["1976-4677","2093-8020"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing Science and Engineering","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/A5136481802","display_name":"Hao Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083384958","display_name":"Yindong Dong","orcid":"https://orcid.org/0000-0003-0390-4761"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yindong Dong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136479305","display_name":"Yong Ye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Ye","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136503543","display_name":"Jun Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136496801","display_name":"Xinjun Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinjun Zhou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136487841","display_name":"Deli Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deli Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136495308","display_name":"Xinyu Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyu Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.75246061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"4","first_page":"146","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.09260000288486481,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.09260000288486481,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.042399998754262924,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.041099999099969864,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pest-analysis","display_name":"PEST analysis","score":0.6635000109672546},{"id":"https://openalex.org/keywords/paddy-field","display_name":"Paddy field","score":0.6123999953269958},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4117000102996826},{"id":"https://openalex.org/keywords/integrated-pest-management","display_name":"Integrated pest management","score":0.37689998745918274},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.2928999960422516}],"concepts":[{"id":"https://openalex.org/C22508944","wikidata":"https://www.wikidata.org/wiki/Q568174","display_name":"PEST analysis","level":2,"score":0.6635000109672546},{"id":"https://openalex.org/C85582077","wikidata":"https://www.wikidata.org/wiki/Q842623","display_name":"Paddy field","level":2,"score":0.6123999953269958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5719000101089478},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4117000102996826},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.384799987077713},{"id":"https://openalex.org/C123963621","wikidata":"https://www.wikidata.org/wiki/Q525309","display_name":"Integrated pest management","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.3400000035762787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3005000054836273},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26809999346733093},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5626/jcse.2025.19.4.146","is_oa":false,"landing_page_url":"https://doi.org/10.5626/jcse.2025.19.4.146","pdf_url":null,"source":{"id":"https://openalex.org/S2764945857","display_name":"Journal of Computing Science and Engineering","issn_l":"1976-4677","issn":["1976-4677","2093-8020"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7758950591087341,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"intent":[1,66],"classification":[2,67,174],"of":[3,33,44,88,124],"paddy":[4,57,89],"field":[5,39],"pest-":[6],"and":[7,20,40,52,63,144,162,176],"disease-related":[8],"questions":[9],"is":[10,101,127],"crucial":[11],"for":[12,21,92],"farmers":[13],"to":[14,25,48,105,119,139,154],"obtain":[15],"targeted":[16],"pest":[17,58,90],"control":[18],"knowledge":[19],"agricultural":[22],"question-answering":[23],"systems":[24],"provide":[26],"effective":[27],"guidance.":[28],"To":[29],"address":[30],"the":[31,41,64,77,99,121,149,163,167,180],"lack":[32],"publicly":[34],"annotated":[35],"datasets":[36],"in":[37,71,111],"this":[38,72],"poor":[42],"adaptability":[43],"general":[45],"models":[46],"(due":[47],"short":[49],"question":[50,59],"texts":[51,91],"diverse":[53],"intents),":[54],"a":[55,158],"specialized":[56],"dataset":[60],"was":[61,69],"constructed,":[62],"RoBHBB-Att":[65],"method":[68],"proposed":[70],"study,":[73],"integrating":[74],"attention":[75,131],"with":[76],"RoBHBB":[78],"hybrid":[79],"architecture.":[80],"First,":[81],"RoBERTa":[82],"efficiently":[83],"encodes":[84],"high-dimensional":[85],"word":[86],"vectors":[87],"subsequent":[93],"feature":[94],"extraction;":[95],"after":[96],"text":[97,146],"vectorization,":[98],"data":[100],"fed":[102],"into":[103],"HAN":[104],"identify":[106],"multi-level":[107],"core":[108],"semantic":[109,122],"elements":[110],"questions.":[112],"Then,":[113],"Bahdanau":[114],"BiLSTM":[115],"mines":[116],"global":[117],"context":[118],"capture":[120],"coherence":[123],"questions,":[125],"which":[126],"followed":[128],"by":[129],"an":[130],"mechanism":[132],"that":[133],"dynamically":[134],"weights":[135],"its":[136],"output":[137],"features":[138,151],"focus":[140],"on":[141,179],"key":[142],"semantics":[143],"enhance":[145],"representation.":[147],"Finally,":[148],"weighted":[150],"are":[152],"subjected":[153],"dimensionality":[155],"reduction":[156],"via":[157],"fully":[159],"connected":[160],"layer,":[161],"softmax":[164],"classifier":[165],"outputs":[166],"final":[168],"intents.":[169],"Experiments":[170],"verify":[171],"RoBHBB-Att\u2019s":[172],"excellent":[173],"accuracy":[175],"practical":[177],"value":[178],"dataset.":[181]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-05-20T00:00:00"}
