{"id":"https://openalex.org/W2770772984","doi":"https://doi.org/10.1504/ijaip.2018.10009373","title":"A Clustering Based Recommendation Engine for Restaurants","display_name":"A Clustering Based Recommendation Engine for Restaurants","publication_year":2017,"publication_date":"2017-11-27","ids":{"openalex":"https://openalex.org/W2770772984","doi":"https://doi.org/10.1504/ijaip.2018.10009373","mag":"2770772984"},"language":"en","primary_location":{"id":"doi:10.1504/ijaip.2018.10009373","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijaip.2018.10009373","pdf_url":null,"source":{"id":"https://openalex.org/S27191780","display_name":"International Journal of Advanced Intelligence Paradigms","issn_l":"1755-0386","issn":["1755-0386","1755-0394"],"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 Advanced Intelligence Paradigms","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/A5100610940","display_name":"Anu Sharma","orcid":"https://orcid.org/0009-0005-0477-8535"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anu Sharma","raw_affiliation_strings":["MM Institute of Computer Technology and Business Management, MMU, Ambala, Haryana, India"],"affiliations":[{"raw_affiliation_string":"MM Institute of Computer Technology and Business Management, MMU, Ambala, Haryana, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100758177","display_name":"Aarti Singh","orcid":"https://orcid.org/0000-0001-6402-048X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aarti Singh","raw_affiliation_strings":["MM Institute of Computer Technology and Business Management, MMU, Ambala, Haryana, India"],"affiliations":[{"raw_affiliation_string":"MM Institute of Computer Technology and Business Management, MMU, Ambala, Haryana, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100610940"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21588779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"1","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9610999822616577,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9610999822616577,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9473999738693237,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.874028742313385},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8599688410758972},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8087848424911499},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8018514513969421},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.540505588054657},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5033370852470398},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4486185312271118},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.41198644042015076},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38958126306533813},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3851451873779297},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36095112562179565},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.33314359188079834},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13864776492118835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.874028742313385},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8599688410758972},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8087848424911499},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8018514513969421},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.540505588054657},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5033370852470398},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4486185312271118},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.41198644042015076},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38958126306533813},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3851451873779297},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36095112562179565},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.33314359188079834},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13864776492118835},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijaip.2018.10009373","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijaip.2018.10009373","pdf_url":null,"source":{"id":"https://openalex.org/S27191780","display_name":"International Journal of Advanced Intelligence Paradigms","issn_l":"1755-0386","issn":["1755-0386","1755-0394"],"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 Advanced Intelligence Paradigms","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W3125580266","https://openalex.org/W44246808","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"With":[0],"the":[1,42,63,109,114,117],"wide":[2],"spread":[3],"of":[4,35,44,52,57,73,98,116],"tourism":[5],"industry,":[6],"restaurant":[7,28],"recommendation":[8,18,29,46,68],"systems":[9,19,47],"have":[10,39],"become":[11],"an":[12,22,32],"important":[13],"application":[14],"area":[15,34],"for":[16,27,48,83],"any":[17],"(RS).":[20],"Designing":[21],"efficient":[23],"and":[24],"scalable":[25,81],"solution":[26,82],"is":[30,76,105],"still":[31],"open":[33],"research.":[36],"Many":[37],"researchers":[38],"contributed":[40],"to":[41,61,77],"idea":[43],"generating":[45],"restaurants.":[49,85],"But":[50],"none":[51],"these":[53],"approaches":[54],"used":[55],"clustering":[56,97],"user":[58,99],"profile":[59],"database":[60],"reduce":[62],"search":[64],"space":[65],"before":[66],"applying":[67],"techniques":[69],"(RT).":[70],"The":[71],"aim":[72],"this":[74],"research":[75],"provide":[78],"a":[79],"more":[80],"recommending":[84],"This":[86],"work":[87],"applies":[88],"existing":[89],"RT":[90],"on":[91],"reduced":[92],"rating":[93],"data":[94],"obtained":[95],"by":[96],"profiles.":[100],"Results":[101],"suggested":[102],"that":[103],"there":[104],"considerable":[106],"decrease":[107],"in":[108],"processing":[110],"time":[111],"while":[112],"maintaining":[113],"accuracy":[115],"recommendation.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}