{"id":"https://openalex.org/W2598013184","doi":"https://doi.org/10.1109/access.2017.2690342","title":"Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review","display_name":"Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2598013184","doi":"https://doi.org/10.1109/access.2017.2690342","mag":"2598013184"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2690342","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2690342","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2690342","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008839357","display_name":"Tareq Al-Moslmi","orcid":"https://orcid.org/0000-0002-5296-2709"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tareq Al-Moslmi","raw_affiliation_strings":["Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-5296-2709","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022576165","display_name":"Nazlia Omar","orcid":"https://orcid.org/0000-0002-8173-8933"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nazlia Omar","raw_affiliation_strings":["Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702092","display_name":"Salwani Abdullah","orcid":"https://orcid.org/0000-0003-0037-841X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Salwani Abdullah","raw_affiliation_strings":["Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010318874","display_name":"Mohammed Albared","orcid":"https://orcid.org/0000-0002-9641-6953"},"institutions":[{"id":"https://openalex.org/I170535673","display_name":"Sana'a University","ror":"https://ror.org/04hcvaf32","country_code":"YE","type":"education","lineage":["https://openalex.org/I170535673"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"Mohammed Albared","raw_affiliation_strings":["Faculty of Computer and Information Technology, Sana\u2019a University, Sana\u2019a, Yemen","Faculty of Computer and Information Technology, Sana'a University, Sana'a, Yemen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Technology, Sana\u2019a University, Sana\u2019a, Yemen","institution_ids":["https://openalex.org/I170535673"]},{"raw_affiliation_string":"Faculty of Computer and Information Technology, Sana'a University, Sana'a, Yemen","institution_ids":["https://openalex.org/I170535673"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":10.3268,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.98484712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"5","issue":null,"first_page":"16173","last_page":"16192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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":0.9983000159263611,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.9213548302650452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8358151912689209},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6878347992897034},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5686668157577515},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5589021444320679},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4617038369178772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3816603720188141},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33753207325935364},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32681208848953247}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.9213548302650452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8358151912689209},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6878347992897034},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5686668157577515},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5589021444320679},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4617038369178772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3816603720188141},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33753207325935364},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32681208848953247},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2017.2690342","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2690342","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:32b49eaa094f4fec811606955ddbb622","is_oa":true,"landing_page_url":"https://doaj.org/article/32b49eaa094f4fec811606955ddbb622","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 5, Pp 16173-16192 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2690342","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2690342","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G1818173125","display_name":null,"funder_award_id":"FRGS/1/2016/ICT02/UKM/02/11","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"},{"id":"https://openalex.org/G3823268642","display_name":null,"funder_award_id":"FRGS/1/2015/ICT02/UKM/01/2","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"},{"id":"https://openalex.org/G6071362519","display_name":null,"funder_award_id":"DIP-2016-024","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320306111","display_name":"U.S. Department of Commerce","ror":"https://ror.org/04chq2495"},{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"},{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":104,"referenced_works":["https://openalex.org/W665341","https://openalex.org/W15029578","https://openalex.org/W22861983","https://openalex.org/W53625711","https://openalex.org/W140312209","https://openalex.org/W177344278","https://openalex.org/W248942981","https://openalex.org/W430348815","https://openalex.org/W788782014","https://openalex.org/W800231103","https://openalex.org/W939190374","https://openalex.org/W1254164341","https://openalex.org/W1493526108","https://openalex.org/W1497443639","https://openalex.org/W1517771839","https://openalex.org/W1576242567","https://openalex.org/W1630959083","https://openalex.org/W1787890910","https://openalex.org/W1912802097","https://openalex.org/W1971246129","https://openalex.org/W1972969301","https://openalex.org/W1977088242","https://openalex.org/W1995068038","https://openalex.org/W2005501262","https://openalex.org/W2016015339","https://openalex.org/W2017291483","https://openalex.org/W2020842694","https://openalex.org/W2034692798","https://openalex.org/W2047756776","https://openalex.org/W2048449517","https://openalex.org/W2049633694","https://openalex.org/W2054759324","https://openalex.org/W2055103902","https://openalex.org/W2068463433","https://openalex.org/W2068599126","https://openalex.org/W2071085454","https://openalex.org/W2074469456","https://openalex.org/W2084791978","https://openalex.org/W2092560274","https://openalex.org/W2095579012","https://openalex.org/W2097521684","https://openalex.org/W2102169711","https://openalex.org/W2107008379","https://openalex.org/W2108346334","https://openalex.org/W2109634664","https://openalex.org/W2113609017","https://openalex.org/W2117561440","https://openalex.org/W2120262857","https://openalex.org/W2120699290","https://openalex.org/W2126385963","https://openalex.org/W2126643890","https://openalex.org/W2132315474","https://openalex.org/W2133909527","https://openalex.org/W2134731454","https://openalex.org/W2137093606","https://openalex.org/W2138517257","https://openalex.org/W2143374704","https://openalex.org/W2143588486","https://openalex.org/W2145868540","https://openalex.org/W2151752537","https://openalex.org/W2153353890","https://openalex.org/W2158108973","https://openalex.org/W2160409620","https://openalex.org/W2162630660","https://openalex.org/W2163302275","https://openalex.org/W2166706824","https://openalex.org/W2174152349","https://openalex.org/W2199439048","https://openalex.org/W2235812087","https://openalex.org/W2248676660","https://openalex.org/W2250889137","https://openalex.org/W2257180492","https://openalex.org/W2341914330","https://openalex.org/W2397710600","https://openalex.org/W2462643775","https://openalex.org/W2468706984","https://openalex.org/W2492922441","https://openalex.org/W2506633516","https://openalex.org/W2507182020","https://openalex.org/W2513138008","https://openalex.org/W2515197428","https://openalex.org/W2519022142","https://openalex.org/W2561230197","https://openalex.org/W2567698949","https://openalex.org/W2578765481","https://openalex.org/W2587163726","https://openalex.org/W2903158431","https://openalex.org/W4248892431","https://openalex.org/W6600031548","https://openalex.org/W6600949241","https://openalex.org/W6602210164","https://openalex.org/W6630938537","https://openalex.org/W6674929577","https://openalex.org/W6676132248","https://openalex.org/W6676621845","https://openalex.org/W6679134910","https://openalex.org/W6679637971","https://openalex.org/W6680770092","https://openalex.org/W6682261130","https://openalex.org/W6684149856","https://openalex.org/W6691228113","https://openalex.org/W6711931236","https://openalex.org/W6723343118","https://openalex.org/W7048738093"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680","https://openalex.org/W4317653575","https://openalex.org/W2801635251"],"abstract_inverted_index":{"A":[0],"sentiment":[1,48,63,87,151],"analysis":[2,101,152],"has":[3],"received":[4],"a":[5,25,37,73,85,125],"lot":[6],"of":[7,15,27,47,72,78,97,102,116,119,130,133,149],"attention":[8],"from":[9],"researchers":[10,157],"working":[11],"in":[12,84,127,153,158,165],"the":[13,45,70,79,95,117,128,134,147,166],"fields":[14],"natural":[16],"language":[17],"processing":[18],"and":[19,59,81,137,161],"text":[20],"mining.":[21],"However,":[22],"there":[23,109],"is":[24,43,106,110,122],"lack":[26],"annotated":[28],"data":[29],"sets":[30],"that":[31,108,139],"can":[32],"be":[33],"used":[34,142],"to":[35,55,60,123,143,145,155],"train":[36],"model":[38],"for":[39],"all":[40],"domains,":[41],"which":[42],"hampering":[44],"accuracy":[46],"analysis.":[49,88],"Many":[50],"research":[51],"studies":[52,92],"have":[53,140],"attempted":[54],"tackle":[56],"this":[57,66,120],"issue":[58],"improve":[61],"cross-domain":[62,86,150],"classification.":[64],"In":[65],"paper,":[67],"we":[68],"present":[69],"results":[71],"comprehensive":[74],"systematic":[75],"literature":[76],"review":[77,121],"methods":[80],"techniques":[82,164],"employed":[83],"We":[89],"focus":[90],"on":[91],"published":[93],"during":[94],"period":[96],"2010-2016.":[98],"From":[99],"our":[100],"those":[103],"works,":[104],"it":[105],"clear":[107],"no":[111],"perfect":[112],"solution.":[113],"Hence,":[114],"one":[115],"aims":[118],"create":[124],"resource":[126],"form":[129],"an":[131],"overview":[132],"techniques,":[135],"methods,":[136],"approaches":[138],"been":[141],"attempt":[144],"solve":[146],"problem":[148],"order":[154],"assist":[156],"developing":[159],"new":[160],"more":[162],"accurate":[163],"future.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":15}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}