{"id":"https://openalex.org/W1730245467","doi":"https://doi.org/10.1007/s10844-015-0379-y","title":"Combining similarity and sentiment in opinion mining for product recommendation","display_name":"Combining similarity and sentiment in opinion mining for product recommendation","publication_year":2015,"publication_date":"2015-09-17","ids":{"openalex":"https://openalex.org/W1730245467","doi":"https://doi.org/10.1007/s10844-015-0379-y","mag":"1730245467"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-015-0379-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-015-0379-y","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10197/7390","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009000289","display_name":"Ruihai Dong","orcid":"https://orcid.org/0000-0002-2509-1370"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]},{"id":"https://openalex.org/I4210154081","display_name":"Clarity Centre for Sensor Web Technologies","ror":"https://ror.org/04m514a38","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210154081"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Ruihai Dong","raw_affiliation_strings":["CLARITY: Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","CLARITY: Centre for Sensor Web Technologies, School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CLARITY: Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933","https://openalex.org/I4210154081"]},{"raw_affiliation_string":"CLARITY: Centre for Sensor Web Technologies, School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057327732","display_name":"Michael P. O\u2019Mahony","orcid":"https://orcid.org/0000-0001-7085-9089"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]},{"id":"https://openalex.org/I4210154081","display_name":"Clarity Centre for Sensor Web Technologies","ror":"https://ror.org/04m514a38","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210154081"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Michael P. O\u2019Mahony","raw_affiliation_strings":["CLARITY: Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","CLARITY: Centre for Sensor Web Technologies, School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CLARITY: Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933","https://openalex.org/I4210154081"]},{"raw_affiliation_string":"CLARITY: Centre for Sensor Web Technologies, School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036590047","display_name":"Markus Schaal","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]},{"id":"https://openalex.org/I4210154081","display_name":"Clarity Centre for Sensor Web Technologies","ror":"https://ror.org/04m514a38","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210154081"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Markus Schaal","raw_affiliation_strings":["CLARITY: Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","CLARITY: Centre for Sensor Web Technologies, School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CLARITY: Centre for Sensor Web Technologies, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933","https://openalex.org/I4210154081"]},{"raw_affiliation_string":"CLARITY: Centre for Sensor Web Technologies, School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008276240","display_name":"Kevin McCarthy","orcid":"https://orcid.org/0000-0003-2458-084X"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Kevin McCarthy","raw_affiliation_strings":["Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065595661","display_name":"Barry Smyth","orcid":"https://orcid.org/0000-0003-0962-3362"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Barry Smyth","raw_affiliation_strings":["Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"Insight Centre for Data Analytics, School of Computer Science and Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009000289"],"corresponding_institution_ids":["https://openalex.org/I100930933","https://openalex.org/I4210154081"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":16.3376,"has_fulltext":true,"cited_by_count":67,"citation_normalized_percentile":{"value":0.98935159,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"46","issue":"2","first_page":"285","last_page":"312"},"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/T10028","display_name":"Topic Modeling","score":0.9979000091552734,"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":0.9976000189781189,"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/computer-science","display_name":"Computer science","score":0.8573518991470337},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.8102988004684448},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7715546488761902},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7473156452178955},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.7458397150039673},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7331007719039917},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.671811044216156},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5829304456710815},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.417924165725708},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3842334449291229},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35085809230804443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28846415877342224},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1074884831905365},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07392841577529907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8573518991470337},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.8102988004684448},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7715546488761902},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7473156452178955},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.7458397150039673},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7331007719039917},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.671811044216156},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5829304456710815},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.417924165725708},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3842334449291229},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35085809230804443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28846415877342224},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1074884831905365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07392841577529907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10844-015-0379-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-015-0379-y","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:researchrepository.ucd.ie:10197/7390","is_oa":true,"landing_page_url":"http://hdl.handle.net/10197/7390","pdf_url":"http://hdl.handle.net/10197/7390","source":{"id":"https://openalex.org/S4306402280","display_name":"Research Repository UCD (University College Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100930933","host_organization_name":"University College Dublin","host_organization_lineage":["https://openalex.org/I100930933"],"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":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:researchrepository.ucd.ie:10197/7390","is_oa":true,"landing_page_url":"http://hdl.handle.net/10197/7390","pdf_url":"http://hdl.handle.net/10197/7390","source":{"id":"https://openalex.org/S4306402280","display_name":"Research Repository UCD (University College Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100930933","host_organization_name":"University College Dublin","host_organization_lineage":["https://openalex.org/I100930933"],"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":"Journal Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1383882326","display_name":null,"funder_award_id":"SFI/12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2881606312","display_name":null,"funder_award_id":"SFI/12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G3989894238","display_name":null,"funder_award_id":"12/RC/2289","funder_id":"https://openalex.org/F4320331354","funder_display_name":"Insight SFI Research Centre for Data Analytics"},{"id":"https://openalex.org/G5098725405","display_name":null,"funder_award_id":"12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G7362007176","display_name":"INSIGHT - Irelands Big Data and Analytics Research Centre","funder_award_id":"12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G8001517797","display_name":null,"funder_award_id":"SFI/12/RC/2289","funder_id":"https://openalex.org/F4320331354","funder_display_name":"Insight SFI Research Centre for Data Analytics"},{"id":"https://openalex.org/G8403130918","display_name":"CSET CLARITY: Bringing Information to Life","funder_award_id":"07/CE/I1147","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320331354","display_name":"Insight SFI Research Centre for Data Analytics","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1730245467.pdf","grobid_xml":"https://content.openalex.org/works/W1730245467.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W10623578","https://openalex.org/W17814598","https://openalex.org/W69239580","https://openalex.org/W86977894","https://openalex.org/W160598224","https://openalex.org/W256266297","https://openalex.org/W281665770","https://openalex.org/W1494206225","https://openalex.org/W1495762646","https://openalex.org/W1530276735","https://openalex.org/W1532325895","https://openalex.org/W1569041844","https://openalex.org/W1569786409","https://openalex.org/W1576242567","https://openalex.org/W1581485226","https://openalex.org/W1590495275","https://openalex.org/W1596473860","https://openalex.org/W1854154906","https://openalex.org/W1876646890","https://openalex.org/W1964613733","https://openalex.org/W1983328081","https://openalex.org/W1988772356","https://openalex.org/W2009578396","https://openalex.org/W2015886158","https://openalex.org/W2021093430","https://openalex.org/W2031794520","https://openalex.org/W2034090215","https://openalex.org/W2041282815","https://openalex.org/W2042281163","https://openalex.org/W2042297108","https://openalex.org/W2044070623","https://openalex.org/W2047676437","https://openalex.org/W2054141820","https://openalex.org/W2078021145","https://openalex.org/W2081375810","https://openalex.org/W2087294982","https://openalex.org/W2099653665","https://openalex.org/W2100329159","https://openalex.org/W2107460837","https://openalex.org/W2108646579","https://openalex.org/W2112744748","https://openalex.org/W2113125055","https://openalex.org/W2113842233","https://openalex.org/W2115613989","https://openalex.org/W2116206254","https://openalex.org/W2116401198","https://openalex.org/W2117372041","https://openalex.org/W2119252083","https://openalex.org/W2121439896","https://openalex.org/W2121710227","https://openalex.org/W2124591829","https://openalex.org/W2134584261","https://openalex.org/W2138260386","https://openalex.org/W2139124466","https://openalex.org/W2141631351","https://openalex.org/W2143905831","https://openalex.org/W2150071643","https://openalex.org/W2150098611","https://openalex.org/W2151451758","https://openalex.org/W2155106456","https://openalex.org/W2155328222","https://openalex.org/W2157470625","https://openalex.org/W2160660844","https://openalex.org/W2163114435","https://openalex.org/W2166706824","https://openalex.org/W2168816626","https://openalex.org/W2287880243","https://openalex.org/W3123967386","https://openalex.org/W3146306708","https://openalex.org/W4211186029","https://openalex.org/W4213009331","https://openalex.org/W4244404635","https://openalex.org/W4248506559","https://openalex.org/W4252208107","https://openalex.org/W6600736262","https://openalex.org/W6633824666","https://openalex.org/W6634901647"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W44246808"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}