{"id":"https://openalex.org/W2734360225","doi":"https://doi.org/10.1145/3099023.3099099","title":"Introducing Surprise and Opposition by Design in Recommender Systems","display_name":"Introducing Surprise and Opposition by Design in Recommender Systems","publication_year":2017,"publication_date":"2017-07-09","ids":{"openalex":"https://openalex.org/W2734360225","doi":"https://doi.org/10.1145/3099023.3099099","mag":"2734360225"},"language":"en","primary_location":{"id":"doi:10.1145/3099023.3099099","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3099023.3099099","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3099099&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3099099&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033035188","display_name":"Christine Bauer","orcid":"https://orcid.org/0000-0001-5724-1137"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christine Bauer","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091259315","display_name":"Markus Schedl","orcid":"https://orcid.org/0000-0003-1706-3406"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Schedl","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I121883995"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"350","last_page":"353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9972000122070312,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9962999820709229,"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/surprise","display_name":"Surprise","score":0.9745621085166931},{"id":"https://openalex.org/keywords/opposition","display_name":"Opposition (politics)","score":0.8400547504425049},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7856285572052002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571532487869263},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2873387634754181},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11514955759048462},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11431413888931274},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.09254997968673706}],"concepts":[{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.9745621085166931},{"id":"https://openalex.org/C2780668109","wikidata":"https://www.wikidata.org/wiki/Q192852","display_name":"Opposition (politics)","level":3,"score":0.8400547504425049},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7856285572052002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571532487869263},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2873387634754181},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11514955759048462},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11431413888931274},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.09254997968673706},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3099023.3099099","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3099023.3099099","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3099099&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3099023.3099099","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3099023.3099099","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3099099&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2056316328","display_name":null,"funder_award_id":"P25655 and V579","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2734360225.pdf","grobid_xml":"https://content.openalex.org/works/W2734360225.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W21768530","https://openalex.org/W156303845","https://openalex.org/W395933519","https://openalex.org/W1481908410","https://openalex.org/W1556219185","https://openalex.org/W1994300944","https://openalex.org/W1998546380","https://openalex.org/W2006282512","https://openalex.org/W2009718036","https://openalex.org/W2011700584","https://openalex.org/W2017701014","https://openalex.org/W2020091143","https://openalex.org/W2020901563","https://openalex.org/W2029605420","https://openalex.org/W2030106145","https://openalex.org/W2037335039","https://openalex.org/W2045453095","https://openalex.org/W2066956413","https://openalex.org/W2097951507","https://openalex.org/W2121354923","https://openalex.org/W2132314908","https://openalex.org/W2144555506","https://openalex.org/W2144807535","https://openalex.org/W2149248019","https://openalex.org/W2285052969","https://openalex.org/W2419128894","https://openalex.org/W2473621703","https://openalex.org/W2573305672","https://openalex.org/W2577664326","https://openalex.org/W2585220175","https://openalex.org/W2611460356","https://openalex.org/W3121878117","https://openalex.org/W3122731985","https://openalex.org/W3192963099","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4236382845","https://openalex.org/W4388712630","https://openalex.org/W2481168998","https://openalex.org/W2476994687","https://openalex.org/W642988558","https://openalex.org/W2324507472","https://openalex.org/W2511141457","https://openalex.org/W1999899047"],"abstract_inverted_index":{"There":[0],"is":[1],"a":[2,20],"long":[3],"tradition":[4],"in":[5,27,36],"recommender":[6],"systems":[7,11],"research":[8],"to":[9,22],"evaluate":[10],"using":[12],"quantitative":[13],"performance":[14],"measures":[15],"on":[16],"fixed":[17],"datasets.":[18],"As":[19],"reaction":[21],"this":[23],"narrow":[24],"accuracy-based":[25],"focus":[26],"research,":[28],"novel":[29],"qualities":[30],"beyond":[31],"pure":[32],"accuracy":[33],"are":[34,41],"emphasized":[35],"recent":[37],"research;":[38],"among":[39],"them":[40],"surprise":[42],"and":[43],"opposition.":[44]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
