{"id":"https://openalex.org/W2987123842","doi":"https://doi.org/10.1109/cybersa.2019.8899491","title":"Domain Identification for Commercial Intention-holding Posts on Twitter","display_name":"Domain Identification for Commercial Intention-holding Posts on Twitter","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2987123842","doi":"https://doi.org/10.1109/cybersa.2019.8899491","mag":"2987123842"},"language":"en","primary_location":{"id":"doi:10.1109/cybersa.2019.8899491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersa.2019.8899491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA)","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/A5078958394","display_name":"Yuanyuan Zhu","orcid":"https://orcid.org/0000-0003-4380-0043"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yuanyuan Zhu","raw_affiliation_strings":["Southampton Business School, University of Southampton,Southampton,United Kingdom","Southampton Business School, University of Southampton, Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Southampton Business School, University of Southampton,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Southampton Business School, University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047681406","display_name":"M.C. So","orcid":"https://orcid.org/0000-0002-8507-4222"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mee Chi So","raw_affiliation_strings":["Southampton Business School, University of Southampton,Southampton,United Kingdom","Southampton Business School, University of Southampton, Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Southampton Business School, University of Southampton,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Southampton Business School, University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007175574","display_name":"Paul Harrigan","orcid":"https://orcid.org/0000-0003-2419-3153"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paul Harrigan","raw_affiliation_strings":["UWA Business School, University of Western Australia,Perth,Australia","UWA Business School, University of Western Australia, Perth, Australia"],"affiliations":[{"raw_affiliation_string":"UWA Business School, University of Western Australia,Perth,Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"UWA Business School, University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078958394"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":0.3522,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70867854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9987999796867371,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7883338928222656},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6907671093940735},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6656844019889832},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5623504519462585},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5506012439727783},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5070309638977051},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4679493010044098},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4582881033420563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3811954855918884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3693244457244873},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3015361726284027},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1370893120765686}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7883338928222656},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6907671093940735},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6656844019889832},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5623504519462585},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5506012439727783},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5070309638977051},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4679493010044098},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4582881033420563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3811954855918884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3693244457244873},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3015361726284027},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1370893120765686},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cybersa.2019.8899491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersa.2019.8899491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/51e9768d-7644-4f60-a00e-27e066423864","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/51e9768d-7644-4f60-a00e-27e066423864","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhu , Y , So , M C & Harrigan , P 2019 , Domain identification for commercial intention-holding posts on Twitter . in 2019 International Conference on Cyber Situational Awareness, Data Analytics and Assessment, Cyber SA 2019 . , 8899491 , 2019 International Conference on Cyber Situational Awareness, Data Analytics and Assessment, Cyber SA 2019 , IEEE, Institute of Electrical and Electronics Engineers , USA , 2019 International Conference on Cyber Situational Awareness, Data Analytics and Assessment, Cyber SA 2019 , Oxford , United Kingdom , 3/06/19 . https://doi.org/10.1109/CyberSA.2019.8899491","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:eprints.soton.ac.uk:431483","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/431483/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W950964638","https://openalex.org/W1512387364","https://openalex.org/W1810943226","https://openalex.org/W1832693441","https://openalex.org/W1935488406","https://openalex.org/W1978712750","https://openalex.org/W2018165284","https://openalex.org/W2022154455","https://openalex.org/W2036282699","https://openalex.org/W2046804949","https://openalex.org/W2052635433","https://openalex.org/W2073171099","https://openalex.org/W2084261737","https://openalex.org/W2104071108","https://openalex.org/W2112796928","https://openalex.org/W2130942839","https://openalex.org/W2131744502","https://openalex.org/W2132683166","https://openalex.org/W2140336868","https://openalex.org/W2158899491","https://openalex.org/W2163605009","https://openalex.org/W2166183437","https://openalex.org/W2172112754","https://openalex.org/W2173744076","https://openalex.org/W2196791692","https://openalex.org/W2252180690","https://openalex.org/W2275546539","https://openalex.org/W2282289695","https://openalex.org/W2402268235","https://openalex.org/W2512532697","https://openalex.org/W2517396745","https://openalex.org/W2528834540","https://openalex.org/W2550576290","https://openalex.org/W2561032512","https://openalex.org/W2738704901","https://openalex.org/W2739392700","https://openalex.org/W2892029246","https://openalex.org/W2952230511","https://openalex.org/W3122125470","https://openalex.org/W3123399111","https://openalex.org/W3123967386","https://openalex.org/W4312846666","https://openalex.org/W6630579473","https://openalex.org/W6679436768","https://openalex.org/W6679775712","https://openalex.org/W6681046083","https://openalex.org/W6683738474","https://openalex.org/W6685567366","https://openalex.org/W6687732146","https://openalex.org/W6691521709","https://openalex.org/W6713098461"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2012531322","https://openalex.org/W2402761219","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W2810752900","https://openalex.org/W2365677836","https://openalex.org/W2531295127"],"abstract_inverted_index":{"Today,":[0],"more":[1],"people":[2],"use":[3],"social":[4],"networking":[5],"platforms":[6],"to":[7,51,161],"convey":[8],"their":[9,74,86,146],"desires":[10],"and":[11,48,71,73,88,109,154],"recent":[12],"needs.":[13],"Actually,":[14],"there":[15],"are":[16],"numerous":[17],"daily":[18],"posts":[19,144],"carrying":[20],"commercial":[21,103],"intention.":[22],"The":[23,92,131,167],"detection":[24],"of":[25,28,134,197],"these":[26],"kinds":[27],"user":[29,102],"intention":[30,59,94,104,106,111],"would":[31],"be":[32],"quite":[33],"valuable,":[34],"especially":[35],"for":[36,53],"the":[37,44,83,117,138,142,186,193],"platform":[38,45],"itself.":[39],"Firstly,":[40],"it":[41],"could":[42],"help":[43,63],"provide":[46],"precise":[47],"instant":[49],"recommendations":[50],"users":[52,80],"its":[54],"own":[55,147],"business":[56],"interests.":[57],"Secondly,":[58],"mining":[60,95],"works":[61],"may":[62],"link":[64],"users'":[65],"needs":[66],"by":[67,81,127,200],"detecting":[68],"potential":[69],"buyers":[70],"sellers":[72],"specific":[75,110],"intentions":[76],"which":[77],"can":[78],"benefit":[79],"optimizing":[82],"resources":[84],"in":[85],"hand":[87],"increase":[89],"functional":[90],"richness.":[91],"whole":[93],"process":[96],"generally":[97],"includes":[98],"three":[99],"main":[100,132],"stages:":[101],"filtering,":[105],"domain":[107],"identification":[108],"words":[112],"extraction.":[113],"In":[114,184],"this":[115,135,163],"work,":[116],"first":[118],"stage":[119],"was":[120],"simplified":[121],"using":[122],"keywords-based":[123],"automatic":[124],"filter":[125],"followed":[126],"a":[128,174],"manual":[129],"screening.":[130],"focus":[133],"paper":[136],"is":[137],"second":[139],"stage,":[140],"assigning":[141],"intention-holding":[143,179],"into":[145],"single":[148],"domain.":[149],"Three":[150],"machine":[151],"learning":[152,157],"models":[153,158],"two":[155],"deep":[156],"were":[159],"proposed":[160,168],"solve":[162],"text":[164],"classification":[165,195],"problem.":[166],"methods":[169],"have":[170],"been":[171],"evaluated":[172],"on":[173],"dataset":[175],"containing":[176],"5500":[177],"real-time":[178],"tweets":[180],"collected":[181],"from":[182],"Twitter.":[183],"general,":[185],"experimental":[187],"results":[188],"showed":[189],"impressive":[190],"performance":[191],"with":[192],"highest":[194],"accuracy":[196],"96%":[198],"achieved":[199],"Long":[201],"short-term":[202],"memory.":[203]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}