{"id":"https://openalex.org/W1974014245","doi":"https://doi.org/10.2753/jec1086-4415110202","title":"Adaptive Selection: An Analysis of Critiquing and Preference-Based Feedback in Conversational Recommender Systems","display_name":"Adaptive Selection: An Analysis of Critiquing and Preference-Based Feedback in Conversational Recommender Systems","publication_year":2006,"publication_date":"2006-12-01","ids":{"openalex":"https://openalex.org/W1974014245","doi":"https://doi.org/10.2753/jec1086-4415110202","mag":"1974014245"},"language":"en","primary_location":{"id":"doi:10.2753/jec1086-4415110202","is_oa":false,"landing_page_url":"https://doi.org/10.2753/jec1086-4415110202","pdf_url":null,"source":{"id":"https://openalex.org/S18436875","display_name":"International Journal of Electronic Commerce","issn_l":"1086-4415","issn":["1086-4415","1557-9301"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electronic Commerce","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/A5114004834","display_name":"Lorraine McGinty","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Lorraine McGinty","raw_affiliation_strings":["a School of Computer Science and Informatics, University College Dublin","School of Computer Science and Informatics; University College Dublin"],"affiliations":[{"raw_affiliation_string":"a School of Computer Science and Informatics, University College Dublin","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science and Informatics; University College Dublin","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065595661","display_name":"Barry Smyth","orcid":"https://orcid.org/0000-0003-0962-3362"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Barry Smyth","raw_affiliation_strings":["a School of Computer Science and Informatics, University College Dublin","School of Computer Science and Informatics; University College Dublin"],"affiliations":[{"raw_affiliation_string":"a School of Computer Science and Informatics, University College Dublin","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science and Informatics; University College Dublin","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114004834"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":13.1333,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.98189682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"35","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9965000152587891,"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":0.9965000152587891,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/recommender-system","display_name":"Recommender system","score":0.9243751764297485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8137897253036499},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.7009141445159912},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.6739284992218018},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6732332110404968},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6470044851303101},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5354637503623962},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.45939087867736816},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.41860872507095337},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41009676456451416},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.286288857460022},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19137665629386902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18855515122413635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.059036970138549805}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9243751764297485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8137897253036499},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7009141445159912},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6739284992218018},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6732332110404968},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6470044851303101},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5354637503623962},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.45939087867736816},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.41860872507095337},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41009676456451416},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.286288857460022},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19137665629386902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18855515122413635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.059036970138549805},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2753/jec1086-4415110202","is_oa":false,"landing_page_url":"https://doi.org/10.2753/jec1086-4415110202","pdf_url":null,"source":{"id":"https://openalex.org/S18436875","display_name":"International Journal of Electronic Commerce","issn_l":"1086-4415","issn":["1086-4415","1557-9301"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electronic Commerce","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":35,"referenced_works":["https://openalex.org/W54250652","https://openalex.org/W140290188","https://openalex.org/W153250912","https://openalex.org/W198074631","https://openalex.org/W202461319","https://openalex.org/W1246296214","https://openalex.org/W1481309170","https://openalex.org/W1487572367","https://openalex.org/W1487906362","https://openalex.org/W1527781030","https://openalex.org/W1529619334","https://openalex.org/W1552548559","https://openalex.org/W1566572578","https://openalex.org/W1570159982","https://openalex.org/W1590219394","https://openalex.org/W1601541158","https://openalex.org/W1733011895","https://openalex.org/W1769071748","https://openalex.org/W1774663064","https://openalex.org/W1824113332","https://openalex.org/W1924996934","https://openalex.org/W1978372311","https://openalex.org/W1993948984","https://openalex.org/W2017864568","https://openalex.org/W2088383566","https://openalex.org/W2089444893","https://openalex.org/W2097027361","https://openalex.org/W2124591829","https://openalex.org/W2127173649","https://openalex.org/W2134503569","https://openalex.org/W2152955343","https://openalex.org/W2167498158","https://openalex.org/W4206206776","https://openalex.org/W4236166340","https://openalex.org/W4252208107"],"related_works":["https://openalex.org/W4296749040","https://openalex.org/W4230197055","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W3012257603","https://openalex.org/W3177475962","https://openalex.org/W4292264782","https://openalex.org/W4386781444","https://openalex.org/W3016450995","https://openalex.org/W1657011257"],"abstract_inverted_index":{"Abstract":[0],"E-commerce":[1],"recommender":[2,14,73,105],"systems":[3,15,74],"help":[4],"consumers":[5],"to":[6,35,62],"locate":[7],"products":[8,27],"within":[9],"a":[10,20,53,98],"complex":[11],"product-space.":[12],"Conversational":[13],"engage":[16],"the":[17,33,37,40,50,57,59,70,79],"user":[18,45,60],"in":[19],"multicycle":[21],"session,":[22],"suggesting":[23],"one":[24],"or":[25],"more":[26],"during":[28],"each":[29],"cycle,":[30],"and":[31,87,90,109],"using":[32],"feedback":[34,46],"inform":[36],"suggestions":[38],"for":[39],"next":[41],"cycle.":[42],"By":[43],"combining":[44],"over":[47],"several":[48,67],"cycles,":[49],"system":[51],"obtains":[52],"clear":[54],"picture":[55],"of":[56,72,81],"product":[58,92],"wishes":[61],"purchase.":[63],"As":[64],"demonstrated":[65],"under":[66],"experimental":[68],"conditions,":[69],"performance":[71],"is":[75],"dramatically":[76],"improved":[77],"by":[78],"technique":[80],"adaptive":[82],"selection,":[83],"which":[84],"employs":[85],"critiquing":[86],"preference-based":[88],"feedback,":[89],"emphasizes":[91],"diversity":[93,110],"rather":[94],"than":[95],"similarity":[96],"as":[97],"selection":[99],"constraint.":[100],"Keywords:":[101],"Adaptive":[102],"e-commerce":[103],"applicationsconversational":[104],"systemscritiquingfeedback":[106],"elicitationpreference-based":[107],"feedbacksimilarity":[108]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}