{"id":"https://openalex.org/W2978376117","doi":"https://doi.org/10.1007/s10586-019-02995-1","title":"Product\u2019s behaviour recommendations using free text: an aspect based sentiment analysis approach","display_name":"Product\u2019s behaviour recommendations using free text: an aspect based sentiment analysis approach","publication_year":2019,"publication_date":"2019-10-05","ids":{"openalex":"https://openalex.org/W2978376117","doi":"https://doi.org/10.1007/s10586-019-02995-1","mag":"2978376117"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-019-02995-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-019-02995-1","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster Computing","raw_type":"journal-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/A5020314784","display_name":"Asif Nawaz","orcid":"https://orcid.org/0000-0002-9920-8527"},"institutions":[{"id":"https://openalex.org/I121243025","display_name":"International Islamic University, Islamabad","ror":"https://ror.org/047w75g40","country_code":"PK","type":"education","lineage":["https://openalex.org/I121243025"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Asif Nawaz","raw_affiliation_strings":["Department of Computer Science & Software Engineering, International Islamic University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Software Engineering, International Islamic University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I121243025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108724774","display_name":"Ashfaq Ahmed Awan","orcid":null},"institutions":[{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ashfaq Ahmed Awan","raw_affiliation_strings":["University Institute of Information Technology, PMAS Arid Agriculture University, Rawalpindi, Pakistan"],"affiliations":[{"raw_affiliation_string":"University Institute of Information Technology, PMAS Arid Agriculture University, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I200749728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030939801","display_name":"Tariq Ali","orcid":"https://orcid.org/0000-0003-2445-0519"},"institutions":[{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Tariq Ali","raw_affiliation_strings":["University Institute of Information Technology, PMAS Arid Agriculture University, Rawalpindi, Pakistan"],"affiliations":[{"raw_affiliation_string":"University Institute of Information Technology, PMAS Arid Agriculture University, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I200749728"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011929987","display_name":"Muhammad Rizwan Rashid Rana","orcid":null},"institutions":[{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Rizwan Rashid Rana","raw_affiliation_strings":["University Institute of Information Technology, PMAS Arid Agriculture University, Rawalpindi, Pakistan"],"affiliations":[{"raw_affiliation_string":"University Institute of Information Technology, PMAS Arid Agriculture University, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I200749728"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020314784"],"corresponding_institution_ids":["https://openalex.org/I121243025"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":2.1096,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.90439143,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"2","first_page":"1267","last_page":"1279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987999796867371,"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/T10260","display_name":"Software Engineering Research","score":0.9987999796867371,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9890999794006348,"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":0.9889000058174133,"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":0.8680856227874756},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5906652808189392},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5738845467567444},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5549724698066711},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5433470010757446},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.5072202682495117},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.41511696577072144},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3738376498222351},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3504537343978882},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34488892555236816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2119891345500946},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.13172098994255066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8680856227874756},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5906652808189392},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5738845467567444},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5549724698066711},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5433470010757446},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.5072202682495117},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.41511696577072144},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3738376498222351},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3504537343978882},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34488892555236816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2119891345500946},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.13172098994255066},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-019-02995-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-019-02995-1","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1495750374","https://openalex.org/W1543461373","https://openalex.org/W1597136917","https://openalex.org/W1967181042","https://openalex.org/W2002691281","https://openalex.org/W2060195474","https://openalex.org/W2090854192","https://openalex.org/W2113224932","https://openalex.org/W2120484483","https://openalex.org/W2143189463","https://openalex.org/W2272031392","https://openalex.org/W2337498207","https://openalex.org/W2434649295","https://openalex.org/W2486064001","https://openalex.org/W2560588212","https://openalex.org/W2560654344","https://openalex.org/W2619651298","https://openalex.org/W2632625880","https://openalex.org/W2773971852","https://openalex.org/W2791056613","https://openalex.org/W2793992714","https://openalex.org/W2797571110","https://openalex.org/W2885029037","https://openalex.org/W2887152180","https://openalex.org/W2888832747","https://openalex.org/W2906312773","https://openalex.org/W2914103415","https://openalex.org/W2915339279","https://openalex.org/W2922129524","https://openalex.org/W2952235913","https://openalex.org/W4241903576","https://openalex.org/W4367285568"],"related_works":["https://openalex.org/W11269544","https://openalex.org/W4389096689","https://openalex.org/W2058432184","https://openalex.org/W2371550624","https://openalex.org/W1481851336","https://openalex.org/W2041081782","https://openalex.org/W4299414935","https://openalex.org/W2364677363","https://openalex.org/W2012474749","https://openalex.org/W2388967562"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
