{"id":"https://openalex.org/W2795253325","doi":"https://doi.org/10.18420/muc2017-up-0127","title":"Machine Learning for User Learning","display_name":"Machine Learning for User Learning","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2795253325","doi":"https://doi.org/10.18420/muc2017-up-0127","mag":"2795253325"},"language":"en","primary_location":{"id":"doi:10.18420/muc2017-up-0127","is_oa":true,"landing_page_url":"https://doi.org/10.18420/muc2017-up-0127","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/muc2017-up-0127","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031840715","display_name":"Janina Schuhmacher","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Schuhmacher, Janina","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031840715"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65647265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.3833000063896179,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.3833000063896179,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.34389999508857727,"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":0.6961344480514526},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.646135151386261},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.360309898853302},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35815417766571045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961344480514526},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.646135151386261},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.360309898853302},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35815417766571045}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/muc2017-up-0127","is_oa":true,"landing_page_url":"https://doi.org/10.18420/muc2017-up-0127","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/muc2017-up-0127","is_oa":true,"landing_page_url":"https://doi.org/10.18420/muc2017-up-0127","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2520746697","https://openalex.org/W3211489647","https://openalex.org/W2509950989","https://openalex.org/W3180264507","https://openalex.org/W3019029789","https://openalex.org/W46729304","https://openalex.org/W2963672504","https://openalex.org/W1608367817","https://openalex.org/W2349105009","https://openalex.org/W2761632232","https://openalex.org/W1680640252","https://openalex.org/W1044994702","https://openalex.org/W2490805536","https://openalex.org/W3144516436","https://openalex.org/W2134006593","https://openalex.org/W2940647084","https://openalex.org/W2526288977","https://openalex.org/W2151791075","https://openalex.org/W382011740","https://openalex.org/W2344468930"],"abstract_inverted_index":{"To":[0],"guide":[1],"users":[2],"through":[3],"their":[4,41],"business":[5],"application\u2019s":[6],"functionality":[7],"requires":[8],"an":[9],"intelligent":[10],"digital":[11],"assistance":[12],"system":[13,49,57,93],"to":[14,16,33,99,102],"adapt":[15],"the":[17,35,46,53,56,59,64,86,90,92,104],"user\u2019s":[18,65,87],"stage":[19],"of":[20],"expertise.":[21],"Drawing":[22],"on":[23],"event":[24],"segmentation":[25],"theory":[26],"and":[27,40,50,108],"knowledge":[28,39,66],"space":[29],"theory,":[30],"we":[31],"propose":[32],"model":[34,98],"users\u2019":[36],"domain":[37],"specific":[38],"learning":[42,82],"process":[43],"dynamically":[44],"in":[45,89],"interaction":[47],"between":[48],"user.":[51],"In":[52],"support":[54,60,103],"process,":[55],"retrieves":[58],"content":[61],"that":[62],"matches":[63],"state":[67],"from":[68],"a":[69,78],"hierarchically":[70],"organized":[71],"case":[72],"base.":[73],"Using":[74],"case-based":[75],"reasoning":[76],"as":[77],"psychologically":[79],"inspired":[80],"machine":[81],"method":[83],"facilitates":[84],"incorporating":[85],"feedback":[88],"interaction:":[91],"continuously":[94],"updates":[95],"its":[96],"user":[97,105],"learn":[100],"how":[101],"most":[106],"efficiently":[107],"effectively.":[109]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
