{"id":"https://openalex.org/W2890311669","doi":"https://doi.org/10.1109/inista.2018.8466288","title":"Using Adjusted Laplace Smoothing to Extract Implicit Aspects from Turkish Hotel Reviews","display_name":"Using Adjusted Laplace Smoothing to Extract Implicit Aspects from Turkish Hotel Reviews","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2890311669","doi":"https://doi.org/10.1109/inista.2018.8466288","mag":"2890311669"},"language":"en","primary_location":{"id":"doi:10.1109/inista.2018.8466288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2018.8466288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Innovations in Intelligent Systems and Applications (INISTA)","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/A5016508614","display_name":"Sevin\u00e7 \u0130lhan Omurca","orcid":"https://orcid.org/0000-0003-1214-9235"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sevinc Ilhan Omurca","raw_affiliation_strings":["Computer Engineering Department, Kocaeli University, Kocaeli, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Kocaeli University, Kocaeli, Turkey","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017388165","display_name":"Ekin Ek\u0131nc\u0131","orcid":"https://orcid.org/0000-0003-0658-592X"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ekin Ekinci","raw_affiliation_strings":["Computer Engineering Department, Kocaeli University, Kocaeli, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Kocaeli University, Kocaeli, Turkey","institution_ids":["https://openalex.org/I51826884"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8448,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80634494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.987500011920929,"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":0.9649999737739563,"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/smoothing","display_name":"Smoothing","score":0.7654099464416504},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.7401101589202881},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6712067127227783},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6082993745803833},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4611224830150604},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4183931052684784},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40760719776153564},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36673128604888916},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3577868640422821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3333889842033386},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23213940858840942},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1503986418247223}],"concepts":[{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7654099464416504},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.7401101589202881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6712067127227783},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6082993745803833},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4611224830150604},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4183931052684784},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40760719776153564},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36673128604888916},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3577868640422821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3333889842033386},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23213940858840942},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1503986418247223},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/inista.2018.8466288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2018.8466288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Innovations in Intelligent Systems and Applications (INISTA)","raw_type":"proceedings-article"},{"id":"pmh:6c257597-538f-40f1-ac88-203c137c7633","is_oa":false,"landing_page_url":"https://avesis.kocaeli.edu.tr/publication/details/6c257597-538f-40f1-ac88-203c137c7633/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055291","display_name":"Kocaeli \u00dcniversitesi - AVES\u0130S","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:76d6b48c-e34d-4501-9050-9c58bdaf4480","is_oa":false,"landing_page_url":"https://avesis.kocaeli.edu.tr/publication/details/76d6b48c-e34d-4501-9050-9c58bdaf4480/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055291","display_name":"Kocaeli \u00dcniversitesi - AVES\u0130S","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1544805753","https://openalex.org/W1581485226","https://openalex.org/W1934455055","https://openalex.org/W1964613733","https://openalex.org/W1968215287","https://openalex.org/W1969240017","https://openalex.org/W1977593555","https://openalex.org/W2043616274","https://openalex.org/W2070694721","https://openalex.org/W2080203041","https://openalex.org/W2081375810","https://openalex.org/W2114581066","https://openalex.org/W2130706307","https://openalex.org/W2141631351","https://openalex.org/W2160660844","https://openalex.org/W2251777082","https://openalex.org/W2336933324","https://openalex.org/W2427312199","https://openalex.org/W2512330176","https://openalex.org/W2553042470","https://openalex.org/W2561060296","https://openalex.org/W2605826417","https://openalex.org/W2770442295","https://openalex.org/W2783663688","https://openalex.org/W4211186029","https://openalex.org/W6634901647","https://openalex.org/W6642281170","https://openalex.org/W6670857680","https://openalex.org/W6683895063","https://openalex.org/W6691217751","https://openalex.org/W6729444421","https://openalex.org/W6730673768","https://openalex.org/W6736310396","https://openalex.org/W6746224950","https://openalex.org/W6747962702"],"related_works":["https://openalex.org/W2954724877","https://openalex.org/W2611695415","https://openalex.org/W4379045381","https://openalex.org/W4288326818","https://openalex.org/W2780533724","https://openalex.org/W2037415720","https://openalex.org/W2551013219","https://openalex.org/W4206816324","https://openalex.org/W1912668290","https://openalex.org/W4226363941"],"abstract_inverted_index":{"With":[0],"the":[1,5,18],"rapid":[2],"advances":[3],"in":[4,25,82,102],"Web":[6],"technologies,":[7],"people":[8],"have":[9],"changed":[10],"their":[11],"way":[12],"to":[13,23,53,90],"obtain":[14],"others'":[15],"opinion":[16],"via":[17],"online":[19],"review":[20],"websites.":[21],"Due":[22],"increase":[24],"user":[26],"generated":[27],"content":[28],"on":[29],"these":[30],"mediums":[31],"an":[32],"important":[33],"source":[34],"for":[35,75],"sentiment":[36,46],"analysis":[37,47,56],"is":[38,48,87,98],"provided.":[39],"For":[40],"more":[41],"detailed":[42],"analysis,":[43],"aspect":[44,58],"based":[45,71],"getting":[49],"increasingly":[50],"important.":[51],"And":[52],"complete":[54],"this":[55,65],"implicit":[57,77,104],"extraction":[59],"should":[60],"be":[61],"carried":[62],"out.":[63],"In":[64],"paper":[66],"we":[67],"suggested":[68],"a":[69],"graph":[70],"Laplace":[72],"smoothing":[73],"method":[74,86,97],"extracting":[76,103],"aspects":[78],"from":[79],"hotel":[80],"reviews":[81],"Turkish.":[83],"The":[84],"proposed":[85,96],"evaluated":[88],"according":[89],"F-measure.":[91],"Experimental":[92],"results":[93],"show":[94],"that":[95],"robust":[99],"and":[100],"efficient":[101],"aspects.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
