{"id":"https://openalex.org/W4386629505","doi":"https://doi.org/10.1007/s11042-023-16644-8","title":"Social media reviews based hotel recommendation system using collaborative filtering and big data","display_name":"Social media reviews based hotel recommendation system using collaborative filtering and big data","publication_year":2023,"publication_date":"2023-09-13","ids":{"openalex":"https://openalex.org/W4386629505","doi":"https://doi.org/10.1007/s11042-023-16644-8"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-16644-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16644-8","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5070323859","display_name":"Shaik Hasane Ahammad","orcid":"https://orcid.org/0000-0002-2587-4164"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shaik Hasane Ahammad","raw_affiliation_strings":["Department of ECE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522302, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ECE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522302, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111038464","display_name":"Sandeep Dwarkanath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]},{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Dwarkanath","raw_affiliation_strings":["MIT Academy of Engineering, Alandi, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Academy of Engineering, Alandi, Pune, India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061361302","display_name":"Rahul Joshi","orcid":"https://orcid.org/0000-0002-5871-890X"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Joshi","raw_affiliation_strings":["Symbiosis Institute of Technology, Pune, Symbiosis International, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Pune, Symbiosis International, Pune, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058508497","display_name":"B. T. P. Madhav","orcid":"https://orcid.org/0000-0002-6893-6978"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. T. P. Madhav","raw_affiliation_strings":["Department of ECE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522302, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ECE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522302, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003169717","display_name":"P. Poorna Priya","orcid":"https://orcid.org/0009-0005-4841-0927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Poorna Priya","raw_affiliation_strings":["ECE Department, Dadi Institute of Engineering and Technology, Anakapalle, Visakhapatnam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Department, Dadi Institute of Engineering and Technology, Anakapalle, Visakhapatnam, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014295449","display_name":"Osama S. Faragallah","orcid":"https://orcid.org/0000-0003-1982-335X"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Osama S. Faragallah","raw_affiliation_strings":["Department of Information Technology, College of Computers and Information Technology, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computers and Information Technology, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010885446","display_name":"Mahmoud M. A. Eid","orcid":"https://orcid.org/0000-0002-0423-7983"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mahmoud M. A. Eid","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053107270","display_name":"Ahmed Nabih Zaki Rashed","orcid":"https://orcid.org/0000-0002-5338-1623"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]},{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["EG","IN"],"is_corresponding":true,"raw_author_name":"Ahmed Nabih Zaki Rashed","raw_affiliation_strings":["Department of VLSI Microelectronics, Institute of Electronics and Communication Engineering, Saveetha School of Engineering, SIMATS, Chennai, 602105, Tamilnadu, India","Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf, 32951, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of VLSI Microelectronics, Institute of Electronics and Communication Engineering, Saveetha School of Engineering, SIMATS, Chennai, 602105, Tamilnadu, India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf, 32951, Egypt","institution_ids":["https://openalex.org/I63601056"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053107270"],"corresponding_institution_ids":["https://openalex.org/I63601056","https://openalex.org/I85461943"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":6.5621,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96405431,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"83","issue":"10","first_page":"29569","last_page":"29582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9965000152587891,"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":0.9965000152587891,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9945999979972839,"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":0.9779000282287598,"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":0.9055607318878174},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7799835801124573},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7462465763092041},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7025017738342285},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.631449818611145},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4522864520549774},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4022792875766754},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39599311351776123},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3252580463886261},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24607005715370178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9055607318878174},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7799835801124573},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7462465763092041},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7025017738342285},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.631449818611145},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4522864520549774},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4022792875766754},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39599311351776123},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3252580463886261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24607005715370178}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-16644-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16644-8","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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":24,"referenced_works":["https://openalex.org/W1680194270","https://openalex.org/W1964613733","https://openalex.org/W2026749761","https://openalex.org/W2036091121","https://openalex.org/W2053295340","https://openalex.org/W2075519302","https://openalex.org/W2084127140","https://openalex.org/W2087201378","https://openalex.org/W2088246687","https://openalex.org/W2100235918","https://openalex.org/W2137291214","https://openalex.org/W2139555631","https://openalex.org/W2165897980","https://openalex.org/W2167699412","https://openalex.org/W2774180115","https://openalex.org/W2962784425","https://openalex.org/W2992256601","https://openalex.org/W2994311127","https://openalex.org/W3021465196","https://openalex.org/W3025135187","https://openalex.org/W3131852626","https://openalex.org/W4221110561","https://openalex.org/W4223894936","https://openalex.org/W4226210383"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W135044020","https://openalex.org/W4376854386"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
