{"id":"https://openalex.org/W2902818737","doi":"https://doi.org/10.3390/informatics5040045","title":"Domain-Specific Aspect-Sentiment Pair Extraction Using Rules and Compound Noun Lexicon for Customer Reviews","display_name":"Domain-Specific Aspect-Sentiment Pair Extraction Using Rules and Compound Noun Lexicon for Customer Reviews","publication_year":2018,"publication_date":"2018-11-29","ids":{"openalex":"https://openalex.org/W2902818737","doi":"https://doi.org/10.3390/informatics5040045","mag":"2902818737"},"language":"en","primary_location":{"id":"doi:10.3390/informatics5040045","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5040045","pdf_url":"https://www.mdpi.com/2227-9709/5/4/45/pdf","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/5/4/45/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029322007","display_name":"Noor Rizvana Ahamed Kabeer","orcid":null},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Noor Rizvana Ahamed Kabeer","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043214567","display_name":"Keng Hoon Gan","orcid":"https://orcid.org/0000-0002-2972-3523"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Keng Hoon Gan","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-2972-3523","affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046859415","display_name":"Erum Haris","orcid":"https://orcid.org/0000-0002-8012-8850"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Erum Haris","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043214567"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.6769,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.78511672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"5","issue":"4","first_page":"45","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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":0.9998999834060669,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9940999746322632,"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":0.9567999839782715,"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/lexicon","display_name":"Lexicon","score":0.825742781162262},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7878212332725525},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7686563730239868},{"id":"https://openalex.org/keywords/noun","display_name":"Noun","score":0.7618609666824341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.741722583770752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6303292512893677},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5441473722457886},{"id":"https://openalex.org/keywords/proper-noun","display_name":"Proper noun","score":0.42269501090049744},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41814714670181274},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1196570098400116}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.825742781162262},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7878212332725525},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7686563730239868},{"id":"https://openalex.org/C121934690","wikidata":"https://www.wikidata.org/wiki/Q1084","display_name":"Noun","level":2,"score":0.7618609666824341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741722583770752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6303292512893677},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5441473722457886},{"id":"https://openalex.org/C41417386","wikidata":"https://www.wikidata.org/wiki/Q147276","display_name":"Proper noun","level":2,"score":0.42269501090049744},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41814714670181274},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1196570098400116},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/informatics5040045","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5040045","pdf_url":"https://www.mdpi.com/2227-9709/5/4/45/pdf","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ea06bbd69d1d4e3e9b2d2f38744ce07e","is_oa":true,"landing_page_url":"https://doaj.org/article/ea06bbd69d1d4e3e9b2d2f38744ce07e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 5, Iss 4, p 45 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/5/4/45/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/informatics5040045","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/informatics5040045","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5040045","pdf_url":"https://www.mdpi.com/2227-9709/5/4/45/pdf","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G7369729955","display_name":null,"funder_award_id":"1001/PKOMP/811335","funder_id":"https://openalex.org/F4320322757","funder_display_name":"Universiti Sains Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322757","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2902818737.pdf","grobid_xml":"https://content.openalex.org/works/W2902818737.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W582033733","https://openalex.org/W1964076221","https://openalex.org/W1965584761","https://openalex.org/W1967274749","https://openalex.org/W1984088338","https://openalex.org/W1988865622","https://openalex.org/W2039518965","https://openalex.org/W2066346333","https://openalex.org/W2106477703","https://openalex.org/W2108460050","https://openalex.org/W2160660844","https://openalex.org/W2165364656","https://openalex.org/W2250966959","https://openalex.org/W2251155774","https://openalex.org/W2251648804","https://openalex.org/W2251777082","https://openalex.org/W2253519362","https://openalex.org/W2314903818","https://openalex.org/W2400985114","https://openalex.org/W2604205681","https://openalex.org/W2612769033","https://openalex.org/W2730195390","https://openalex.org/W4248506559"],"related_works":["https://openalex.org/W2888662092","https://openalex.org/W3205826705","https://openalex.org/W2903394456","https://openalex.org/W2902285665","https://openalex.org/W2150818832","https://openalex.org/W2975174210","https://openalex.org/W4400812547","https://openalex.org/W2244029015","https://openalex.org/W2140536630","https://openalex.org/W3118607722"],"abstract_inverted_index":{"Online":[0],"reviews":[1],"are":[2],"an":[3,65],"important":[4,20],"source":[5],"of":[6,28,37,48,83,104,118,181,185],"opinion":[7,14,38],"to":[8,18,133,147,168,187],"measure":[9],"products\u2019":[10],"quality.":[11],"Hence,":[12],"automated":[13],"mining":[15],"is":[16,32,78,140],"used":[17],"extract":[19,172],"features":[21],"(aspect)":[22],"and":[23,53,72,97,110,127,150,155,164,170],"related":[24],"comments":[25],"(sentiment).":[26],"Extraction":[27],"correct":[29],"aspect-sentiment":[30,66,93,98,135],"pairs":[31],"critical":[33],"for":[34],"overall":[35],"outcome":[36,180],"mining;":[39],"however,":[40],"current":[41],"works":[42],"still":[43],"have":[44],"limitations":[45],"in":[46,57,161],"terms":[47],"identifying":[49,123],"special":[50,124],"compound":[51,73,89,113,125],"noun":[52,74,90,114,126],"parent-child":[54,128],"relationship":[55],"aspects":[56,120],"the":[58,70,143,178],"extraction":[59,68,117],"process.":[60],"To":[61],"address":[62],"these":[63],"problems,":[64],"pair":[67,94,99,136],"using":[69],"rules":[71,105,186],"lexicon":[75,91,115],"(ASPERC)":[76],"model":[77,81],"proposed.":[79],"The":[80,101,138],"consists":[82],"three":[84],"main":[85],"phases,":[86],"such":[87],"as":[88],"generation,":[92,96],"rule":[95],"extraction.":[100,137],"combined":[102],"approach":[103],"generated":[106],"from":[107],"training":[108],"sentences":[109],"domain":[111],"specific":[112],"enable":[116],"more":[119,134,173],"by":[121],"firstly":[122],"aspects,":[129],"which":[130],"eventually":[131],"contribute":[132],"experiment":[139],"conducted":[141],"with":[142],"SemEval":[144],"2014":[145],"dataset":[146],"compare":[148],"proposed":[149],"baseline":[151,169],"models.":[152],"Both":[153],"ASPERC":[154],"its":[156],"variant,":[157],"ASPER,":[158],"result":[159],"higher":[160],"recall":[162],"(28.58%":[163],"22.55%":[165],"each)":[166],"compared":[167],"satisfactorily":[171],"aspect":[174],"sentiment":[175],"pairs.":[176],"Lastly,":[177],"reasonable":[179],"ASPER":[182],"indicates":[183],"applicability":[184],"various":[188],"domains.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
