{"id":"https://openalex.org/W2077920083","doi":"https://doi.org/10.1109/ic3.2014.6897228","title":"User feedback scoring and evaluation of a product recommendation system","display_name":"User feedback scoring and evaluation of a product recommendation system","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2077920083","doi":"https://doi.org/10.1109/ic3.2014.6897228","mag":"2077920083"},"language":"en","primary_location":{"id":"doi:10.1109/ic3.2014.6897228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2014.6897228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Seventh International Conference on Contemporary Computing (IC3)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5048270460","display_name":"Shahab Saquib Sohail","orcid":"https://orcid.org/0000-0002-5944-7371"},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shahab Saquib Sohail","raw_affiliation_strings":["Dept. of Computer Science, Aligarh Muslim University, Aligarh, U.P","Dept. of Computer Science, Aligarh Muslim University, U.P., India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Aligarh Muslim University, Aligarh, U.P","institution_ids":["https://openalex.org/I171210897"]},{"raw_affiliation_string":"Dept. of Computer Science, Aligarh Muslim University, U.P., India","institution_ids":["https://openalex.org/I171210897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050437880","display_name":"Jamshed Siddiqui","orcid":"https://orcid.org/0000-0002-9543-7605"},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jamshed Siddiqui","raw_affiliation_strings":["Dept. of Computer Science, Aligarh Muslim University, Aligarh, U.P","Dept. of Computer Science, Aligarh Muslim University, U.P., India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Aligarh Muslim University, Aligarh, U.P","institution_ids":["https://openalex.org/I171210897"]},{"raw_affiliation_string":"Dept. of Computer Science, Aligarh Muslim University, U.P., India","institution_ids":["https://openalex.org/I171210897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052433003","display_name":"Rashid Ali","orcid":"https://orcid.org/0000-0002-5977-9755"},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rashid Ali","raw_affiliation_strings":["Dept. of Computer Engineering, Aligarh Muslim University, Aligarh, U.P","Dept. of Computer Engineering, Aligarh Muslim University, U.P., India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Engineering, Aligarh Muslim University, Aligarh, U.P","institution_ids":["https://openalex.org/I171210897"]},{"raw_affiliation_string":"Dept. of Computer Engineering, Aligarh Muslim University, U.P., India","institution_ids":["https://openalex.org/I171210897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I171210897"],"apc_list":null,"apc_paid":null,"fwci":1.4474,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8434003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"525","last_page":"530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9970999956130981,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9824000000953674,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.7589735984802246},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.7257869839668274},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.7205684185028076},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7197121381759644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7143638134002686},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6013258695602417},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5267452597618103},{"id":"https://openalex.org/keywords/product-category","display_name":"Product category","score":0.4202210605144501},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.38855844736099243},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3655807375907898},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33171671628952026},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.19453543424606323},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.1938188672065735},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16683441400527954},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10074132680892944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0855502188205719}],"concepts":[{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.7589735984802246},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.7257869839668274},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.7205684185028076},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7197121381759644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7143638134002686},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6013258695602417},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5267452597618103},{"id":"https://openalex.org/C147101817","wikidata":"https://www.wikidata.org/wiki/Q13443840","display_name":"Product category","level":3,"score":0.4202210605144501},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.38855844736099243},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3655807375907898},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33171671628952026},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.19453543424606323},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.1938188672065735},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16683441400527954},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10074132680892944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0855502188205719},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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":1,"locations":[{"id":"doi:10.1109/ic3.2014.6897228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2014.6897228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Seventh International Conference on Contemporary Computing (IC3)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W145806832","https://openalex.org/W1503839899","https://openalex.org/W1964613733","https://openalex.org/W2005624335","https://openalex.org/W2022829918","https://openalex.org/W2023907142","https://openalex.org/W2027038623","https://openalex.org/W2029361982","https://openalex.org/W2097726431","https://openalex.org/W2108646579","https://openalex.org/W2112422413","https://openalex.org/W2141631351","https://openalex.org/W2160660844","https://openalex.org/W2166706824","https://openalex.org/W2186146597","https://openalex.org/W2187970789","https://openalex.org/W2199803028","https://openalex.org/W2287102306","https://openalex.org/W4205184193","https://openalex.org/W4211186029","https://openalex.org/W4285719527","https://openalex.org/W6605892302","https://openalex.org/W6686792549"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W2351217280","https://openalex.org/W4238861846"],"abstract_inverted_index":{"With":[0],"the":[1,4,17,24,30,34,40,53,68,71,75,88,107,116,124,129,132,165,169,187,193,205,208],"legerity":[2],"of":[3,8,16,29,46,52,70,109,171,207],"Internet,":[5],"daily":[6,25,54],"life":[7],"a":[9,20,93,102,159],"common":[10,99],"man":[11],"has":[12,19,32,56],"changed.":[13],"Rapid":[14],"growth":[15],"Internet":[18,31,47],"diverse":[21],"effect":[22],"on":[23,168],"life.":[26],"The":[27,44],"influence":[28],"changed":[33],"way":[35,41],"we":[36,42,120,141,191],"live":[37],"and":[38,79,145,167,199],"even":[39],"think.":[43],"use":[45],"for":[48,67,87,92],"purchasing":[49],"different":[50],"products":[51,130,144,174],"needs":[55],"increased":[57],"exponentially":[58],"in":[59,127],"recent":[60],"years.":[61],"Now":[62],"customers":[63,89],"prefer":[64],"online":[65,81],"shopping":[66,82],"acquisition":[69],"various":[72],"products.":[73],"But":[74],"huge":[76],"e-business":[77],"portals":[78],"increasing":[80],"sites":[83],"make":[84],"it":[85],"difficult":[86],"to":[90,105,122,131,185],"go":[91],"particular":[94],"product.":[95,118],"It":[96],"is":[97,162,183],"very":[98],"practice":[100],"that":[101],"customer":[103],"wishes":[104],"know":[106],"perception":[108],"other":[110],"consumers":[111],"who":[112],"already":[113],"have":[114],"acquired":[115],"same":[117],"Therefore":[119],"tried":[121],"involve":[123],"human":[125],"judgment":[126],"recommending":[128],"users":[133],"using":[134,196],"implicit":[135],"user":[136,166],"feedback.":[137],"In":[138],"this":[139],"paper":[140],"chose":[142],"few":[143],"their":[146,172],"respective":[147],"ranks":[148],"arbitrarily":[149],"taken":[150,163],"from":[151,164],"previous":[152],"work.":[153],"For":[154],"obtaining":[155],"user's":[156,188],"purchase":[157],"activities":[158],"vector":[160],"feedback":[161,173],"basis":[170],"are":[175,179],"scored,":[176],"hence":[177],"they":[178],"again":[180],"ranked":[181],"which":[182,203],"supposed":[184],"be":[186],"ranking.":[189],"Finally":[190],"evaluate":[192],"system":[194],"performance":[195],"false":[197,200],"negative":[198],"positive":[201],"rates,":[202],"show":[204],"effectiveness":[206],"proposed":[209],"method.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
