{"id":"https://openalex.org/W4386648865","doi":"https://doi.org/10.1504/ijsse.2025.10059048","title":"Predicting Consumer's Intention of Biological Products Using E-Commerce Data","display_name":"Predicting Consumer's Intention of Biological Products Using E-Commerce Data","publication_year":2023,"publication_date":"2023-09-12","ids":{"openalex":"https://openalex.org/W4386648865","doi":"https://doi.org/10.1504/ijsse.2025.10059048"},"language":"en","primary_location":{"id":"doi:10.1504/ijsse.2025.10059048","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1504/ijsse.2025.10059048","pdf_url":null,"source":{"id":"https://openalex.org/S84712792","display_name":"International Journal of System of Systems Engineering","issn_l":"1748-0671","issn":["1748-0671","1748-068X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System of Systems Engineering","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/A5111190572","display_name":"V. Sivakumar","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sivakumar V","raw_affiliation_strings":["Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044436443","display_name":"K. Karthick","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karthick K","raw_affiliation_strings":["Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092806691","display_name":"Femilda Josephin J.S.","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121333","display_name":"Istinye University","ror":"https://ror.org/03081nz23","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210121333"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Femilda Josephin J.S","raw_affiliation_strings":["Faculty of Engineering and Natural Science, Computer Engineering, Istinye University, Istanbul, 34010, Turkey"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Natural Science, Computer Engineering, Istinye University, Istanbul, 34010, Turkey","institution_ids":["https://openalex.org/I4210121333"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061441269","display_name":"S Raghavendra","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raghavendra S","raw_affiliation_strings":["Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038162431","display_name":"S. Kaliraj","orcid":null},"institutions":[{"id":"https://openalex.org/I3132239849","display_name":"University of Trans-Disciplinary Health Sciences and Technology","ror":"https://ror.org/014femp80","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132239849"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kaliraj S","raw_affiliation_strings":["Department of Computer Science and Engineering, Kongunadu College of Engineering and Technology, Thottiam, 621215, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kongunadu College of Engineering and Technology, Thottiam, 621215, Tamilnadu, India","institution_ids":["https://openalex.org/I3132239849"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111190572"],"corresponding_institution_ids":["https://openalex.org/I164861460"],"apc_list":null,"apc_paid":null,"fwci":0.5781,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75127912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"15","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.5767999887466431,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.5767999887466431,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.5590000152587891,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.6205494999885559},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4969687759876251},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.4863477349281311},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3387802839279175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30807214975357056},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19789698719978333}],"concepts":[{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.6205494999885559},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4969687759876251},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.4863477349281311},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3387802839279175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30807214975357056},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19789698719978333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijsse.2025.10059048","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1504/ijsse.2025.10059048","pdf_url":null,"source":{"id":"https://openalex.org/S84712792","display_name":"International Journal of System of Systems Engineering","issn_l":"1748-0671","issn":["1748-0671","1748-068X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System of Systems Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W3132716659","https://openalex.org/W2187644337"],"abstract_inverted_index":{"Digitalisation":[0],"has":[1,24],"evolved":[2],"as":[3],"a":[4,126],"boon":[5],"to":[6,19,33,89,121],"the":[7,25,46,51,54,62,73,76,81,103,107],"e-commerce":[8,17,58,95,155],"market.":[9],"Biological":[10],"products":[11,14,55],"and":[12,37,50,65],"organic":[13],"also":[15],"target":[16],"platforms":[18,59],"increase":[20],"their":[21],"business.":[22],"E-commerce":[23],"upper":[26],"hand":[27],"over":[28],"traditional":[29],"marketing":[30],"practices":[31],"due":[32],"its":[34],"adequate":[35],"accessibility":[36],"usability.":[38],"The":[39],"research":[40],"revolves":[41],"around":[42],"consumers'":[43,77],"opinions":[44],"in":[45,117],"form":[47],"of":[48,105,113,149],"ratings":[49,142],"idea":[52],"that":[53],"sold":[56],"on":[57,94,125,144,154],"correlate":[60],"with":[61],"product's":[63],"rating":[64],"features":[66],"like":[67],"brand,":[68],"price,":[69],"etc.":[70],"This":[71],"lets":[72],"practitioners":[74],"predict":[75,90,122],"intention":[78,92,124],"by":[79],"predicting":[80],"possible":[82],"rating.":[83],"There":[84],"are":[85,115],"many":[86],"approaches":[87],"available":[88],"consumer":[91,123],"based":[93,143],"data.":[96],"In":[97],"this":[98],"paper,":[99],"we":[100,129],"have":[101],"evaluated":[102],"performance":[104],"all":[106],"machine":[108,131,151],"learning":[109,132,152],"classification":[110],"algorithms.":[111],"All":[112],"these":[114],"used":[116],"our":[118],"proposed":[119],"structure":[120],"product.":[127],"Here":[128],"trained":[130],"algorithms":[133,153],"using":[134,158],"an":[135],"extracted":[136],"dataset":[137],"for":[138],"forecasting":[139],"biological":[140],"product":[141,146],"other":[145],"features.":[147],"Performance":[148],"different":[150],"data":[156],"discussed":[157],"metrics.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-25T21:11:00.739837","created_date":"2025-10-10T00:00:00"}
