{"id":"https://openalex.org/W2772487884","doi":"https://doi.org/10.1145/3155133.3155182","title":"Cross-Domain Intention Detection in Discussion Forums","display_name":"Cross-Domain Intention Detection in Discussion Forums","publication_year":2017,"publication_date":"2017-12-07","ids":{"openalex":"https://openalex.org/W2772487884","doi":"https://doi.org/10.1145/3155133.3155182","mag":"2772487884"},"language":"en","primary_location":{"id":"doi:10.1145/3155133.3155182","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3155133.3155182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Symposium on Information and Communication Technology","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/A5041540279","display_name":"Ngo Xuan Bach","orcid":null},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]},{"id":"https://openalex.org/I4210095603","display_name":"Vietnam Posts and Telecommunications Group (Vietnam)","ror":"https://ror.org/00q0e7f94","country_code":"VN","type":"company","lineage":["https://openalex.org/I4210095603"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Ngo Xuan Bach","raw_affiliation_strings":["Department of Computer Science, Posts and Telecommunications Institute of Technology, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Posts and Telecommunications Institute of Technology, Vietnam","institution_ids":["https://openalex.org/I4210095603","https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028056226","display_name":"Le Cong Linh","orcid":null},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]},{"id":"https://openalex.org/I4210095603","display_name":"Vietnam Posts and Telecommunications Group (Vietnam)","ror":"https://ror.org/00q0e7f94","country_code":"VN","type":"company","lineage":["https://openalex.org/I4210095603"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Le Cong Linh","raw_affiliation_strings":["Department of Computer Science, Posts and Telecommunications Institute of Technology, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Posts and Telecommunications Institute of Technology, Vietnam","institution_ids":["https://openalex.org/I4210095603","https://openalex.org/I4400600977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045559280","display_name":"T\u1eeb Minh Ph\u01b0\u01a1ng","orcid":"https://orcid.org/0000-0001-6415-228X"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]},{"id":"https://openalex.org/I4210095603","display_name":"Vietnam Posts and Telecommunications Group (Vietnam)","ror":"https://ror.org/00q0e7f94","country_code":"VN","type":"company","lineage":["https://openalex.org/I4210095603"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tu Minh Phuong","raw_affiliation_strings":["Department of Computer Science, Posts and Telecommunications Institute of Technology, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Posts and Telecommunications Institute of Technology, Vietnam","institution_ids":["https://openalex.org/I4210095603","https://openalex.org/I4400600977"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041540279"],"corresponding_institution_ids":["https://openalex.org/I4210095603","https://openalex.org/I4400600977"],"apc_list":null,"apc_paid":null,"fwci":0.5851,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76692622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799270510673523},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6895016431808472},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6859790086746216},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.678095281124115},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6319785714149475},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6214354634284973},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.563615083694458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5550777316093445},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5419569611549377},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.45699000358581543},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3798684775829315},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.21060773730278015},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08066454529762268}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799270510673523},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6895016431808472},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6859790086746216},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.678095281124115},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6319785714149475},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6214354634284973},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.563615083694458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5550777316093445},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5419569611549377},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45699000358581543},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3798684775829315},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.21060773730278015},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08066454529762268},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3155133.3155182","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3155133.3155182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Symposium on Information and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W19838944","https://openalex.org/W379337736","https://openalex.org/W934261879","https://openalex.org/W1554540371","https://openalex.org/W2028593080","https://openalex.org/W2048679005","https://openalex.org/W2104071108","https://openalex.org/W2106035193","https://openalex.org/W2108646579","https://openalex.org/W2110443819","https://openalex.org/W2115403315","https://openalex.org/W2136504847","https://openalex.org/W2153848201","https://openalex.org/W2157765050","https://openalex.org/W2163302275","https://openalex.org/W2165698076","https://openalex.org/W2196791692","https://openalex.org/W2252180690","https://openalex.org/W2253491900","https://openalex.org/W2296287211","https://openalex.org/W2395683581","https://openalex.org/W2477487065","https://openalex.org/W2499811908","https://openalex.org/W2561230197","https://openalex.org/W2565989828","https://openalex.org/W2612184755","https://openalex.org/W2612766407","https://openalex.org/W2752201871","https://openalex.org/W2963209029","https://openalex.org/W3142588439","https://openalex.org/W4211186029"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,54,100,117],"method":[4,36,111],"for":[5,26],"cross-domain":[6],"intention":[7],"detection,":[8],"which":[9],"identifies":[10],"posts":[11,123],"expressing":[12],"user":[13],"intentions":[14],"in":[15,49,79,124],"discussion":[16],"forums.":[17],"The":[18],"results":[19,107],"of":[20,61,75,94,121],"the":[21,46,50,59,73,80,92,95],"task":[22,48],"can":[23],"be":[24],"beneficial":[25],"intelligent":[27],"business":[28],"such":[29],"as":[30],"online":[31],"advertising":[32],"and":[33,131],"marketing.":[34],"Our":[35],"utilizes":[37],"labeled":[38],"data":[39,62,77],"from":[40,64],"several":[41,113],"other":[42],"domains":[43],"to":[44,66,71,83,90],"help":[45],"learning":[47,81],"target":[51],"domain":[52,65],"using":[53,99],"Naive":[55,96],"Bayesian":[56],"framework.":[57],"Since":[58],"distributions":[60],"vary":[63],"domain,":[67],"it":[68],"is":[69],"important":[70],"adjust":[72],"contributions":[74],"different":[76],"sources":[78],"model":[82],"achieve":[84],"high":[85],"accuracy.":[86],"Here,":[87],"we":[88],"propose":[89],"optimize":[91],"parameters":[93],"Bayes":[97],"classifier":[98],"stochastic":[101],"gradient":[102],"descent":[103],"(SGD)":[104],"algorithm.":[105],"Experimental":[106],"show":[108],"that":[109],"our":[110],"outperforms":[112],"competitive":[114],"baselines":[115],"on":[116],"benchmark":[118],"dataset,":[119],"consisting":[120],"forum":[122],"four":[125],"domains,":[126],"namely":[127],"Cellphone,":[128],"Electronics,":[129],"Camera,":[130],"TV.":[132]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}