{"id":"https://openalex.org/W2901156190","doi":null,"title":"Intent Detection through Text Mining and Analysis","display_name":"Intent Detection through Text Mining and Analysis","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2901156190","mag":"2901156190"},"language":"en","primary_location":{"id":"pmh:oai:source.sheridancollege.ca:fast_publications-1003","doi":null,"is_oa":true,"landing_page_url":"https://source.sheridancollege.ca/fast_publications/4","pdf_url":"https://source.sheridancollege.ca/fast_publications/4","source":{"id":"https://openalex.org/S4377196593","display_name":"SOURCE Sheridan's Institutional Repository (Sheridan College)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I89455037","host_organization_name":"Sheridan College","host_organization_lineage":["https://openalex.org/I89455037"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications and Scholarship","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://source.sheridancollege.ca/fast_publications/4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046255354","display_name":"Samantha Akulick","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samantha Akulick","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5087456792","display_name":"El Sayed Mahmoud","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"El Sayed Mahmoud","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":0.5771,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.738475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.6226000189781189,"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":0.6226000189781189,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.3499000072479248,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.0044999998062849045,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intent-recognition","display_name":"intent classification","score":0.8610000014305115},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"user-generated content","score":0.9760000109672546},{"id":"https://openalex.org/keywords/text-mining","display_name":"text mining","score":0.7179999947547913},{"id":"https://openalex.org/keywords/n-grams","display_name":"n-grams","score":0.9779999852180481},{"id":"https://openalex.org/keywords/part-of-speech-tagging","display_name":"part-of-speech tagging","score":0.8820000290870667},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9900000095367432},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.5730000138282776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5388339161872864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38646379113197327}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:source.sheridancollege.ca:fast_publications-1003","doi":null,"is_oa":true,"landing_page_url":"https://source.sheridancollege.ca/fast_publications/4","pdf_url":"https://source.sheridancollege.ca/fast_publications/4","source":{"id":"https://openalex.org/S4377196593","display_name":"SOURCE Sheridan's Institutional Repository (Sheridan College)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I89455037","host_organization_name":"Sheridan College","host_organization_lineage":["https://openalex.org/I89455037"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications and Scholarship","raw_type":"text"},{"id":"mag:2901156190","doi":null,"is_oa":false,"landing_page_url":"https://source.sheridancollege.ca/cgi/viewcontent.cgi?article=1003&context=fast_publications","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:source.sheridancollege.ca:fast_publications-1003","doi":null,"is_oa":true,"landing_page_url":"https://source.sheridancollege.ca/fast_publications/4","pdf_url":"https://source.sheridancollege.ca/fast_publications/4","source":{"id":"https://openalex.org/S4377196593","display_name":"SOURCE Sheridan's Institutional Repository (Sheridan College)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I89455037","host_organization_name":"Sheridan College","host_organization_lineage":["https://openalex.org/I89455037"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications and Scholarship","raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901156190.pdf","grobid_xml":"https://content.openalex.org/works/W2901156190.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W163787259","https://openalex.org/W1511020501","https://openalex.org/W2026899404","https://openalex.org/W2251108339","https://openalex.org/W2904629085"],"related_works":["https://openalex.org/W4405826626","https://openalex.org/W7101219930","https://openalex.org/W2743758799","https://openalex.org/W2048616366","https://openalex.org/W3023170142","https://openalex.org/W3196773856","https://openalex.org/W2295025645","https://openalex.org/W4400954548","https://openalex.org/W3043835760","https://openalex.org/W2111244869"],"abstract_inverted_index":{"The":[0,24],"article":[1],"is":[2,35],"about":[3],"the":[4,16,20,59,63],"work":[5,25,74],"investigated":[6],"using":[7,52],"n-grams,":[8],"parts-Of-Speech":[9],"and":[10,37,62],"Support":[11],"Vector":[12],"machines":[13],"for":[14,39],"detecting":[15,69],"customer":[17,32],"intents":[18,33],"in":[19,68],"user":[21],"generated":[22],"contents.":[23],"demonstrated":[26],"a":[27],"system":[28],"of":[29,31,46,65],"categorization":[30],"that":[34,76],"concise":[36],"useful":[38],"business":[40],"purposes.":[41],"We":[42,57],"examined":[43],"possible":[44],"sources":[45],"text":[47,54,83],"posts":[48,84],"to":[49],"be":[50,80],"analyzed":[51],"three":[53,60],"mining":[55],"algorithms.":[56],"presented":[58],"algorithms":[61],"results":[64],"testing":[66],"them":[67],"different":[70],"six":[71],"intents.":[72],"This":[73],"established":[75],"intent":[77],"detection":[78],"can":[79],"performed":[81],"on":[82],"with":[85],"approximately":[86],"61%":[87],"accuracy.":[88]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-11-29T00:00:00"}
