{"id":"https://openalex.org/W2039506364","doi":"https://doi.org/10.1145/2637748.2638440","title":"Providing recommendations for horizontal career change","display_name":"Providing recommendations for horizontal career change","publication_year":2014,"publication_date":"2014-09-16","ids":{"openalex":"https://openalex.org/W2039506364","doi":"https://doi.org/10.1145/2637748.2638440","mag":"2039506364"},"language":"en","primary_location":{"id":"doi:10.1145/2637748.2638440","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2637748.2638440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business","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/A5039298664","display_name":"Stefan Buschner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan Buschner","raw_affiliation_strings":["adesso AG, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"adesso AG, Berlin, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044300773","display_name":"Rafael Schirru","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafael Schirru","raw_affiliation_strings":["adesso AG, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"adesso AG, Berlin, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071330062","display_name":"Hanna Zieschang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103566","display_name":"Deutsche Gesetzliche Unfallversicherung","ror":"https://ror.org/01agh0847","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210103566"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hanna Zieschang","raw_affiliation_strings":["Deutsche Gesetzliche Unfallversicherung, Dresden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deutsche Gesetzliche Unfallversicherung, Dresden","institution_ids":["https://openalex.org/I4210103566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029636602","display_name":"Peter Junker","orcid":"https://orcid.org/0000-0002-2684-9964"},"institutions":[{"id":"https://openalex.org/I4210103566","display_name":"Deutsche Gesetzliche Unfallversicherung","ror":"https://ror.org/01agh0847","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210103566"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Junker","raw_affiliation_strings":["Deutsche Gesetzliche Unfallversicherung, Dresden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deutsche Gesetzliche Unfallversicherung, Dresden","institution_ids":["https://openalex.org/I4210103566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2659,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49944467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9830999970436096,"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/T12031","display_name":"Speech and dialogue systems","score":0.9210000038146973,"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":0.5961394906044006},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5371487736701965},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5245497226715088},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5190297365188599},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.47829943895339966},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3942658603191376},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3563289940357208},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3409777283668518},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32087138295173645},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.255492240190506},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18737724423408508}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5961394906044006},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5371487736701965},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5245497226715088},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5190297365188599},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.47829943895339966},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3942658603191376},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3563289940357208},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3409777283668518},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32087138295173645},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.255492240190506},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18737724423408508},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2637748.2638440","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2637748.2638440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320329553","display_name":"Bundesministerium f\u00fcr Arbeit und Soziales","ror":"https://ror.org/036e5c451"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2066915903","https://openalex.org/W2113339754","https://openalex.org/W2133401789","https://openalex.org/W2171960770","https://openalex.org/W2565002155","https://openalex.org/W3035787931"],"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/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"In":[0],"this":[1],"demo":[2],"paper":[3],"we":[4],"present":[5,55],"a":[6,63],"recommender":[7],"system":[8],"for":[9,51],"\"horizontal":[10],"career":[11],"change\".":[12],"Employees":[13],"suffering":[14],"from":[15],"high":[16],"mental":[17],"or":[18,34],"physical":[19],"stress":[20,38],"may":[21],"use":[22,64],"the":[23,42,48,56,60,66],"online":[24],"portal":[25],"in":[26,70],"order":[27],"to":[28],"find":[29],"new":[30],"occupations":[31],"with":[32],"less":[33],"different":[35],"kinds":[36],"of":[37,59,68],"involved":[39],"while":[40],"preserving":[41],"employee's":[43],"social":[44],"status.":[45],"We":[46],"describe":[47],"matrix-based":[49],"approach":[50],"generating":[52],"recommendations":[53],"and":[54],"explanation":[57],"interface":[58],"system.":[61],"As":[62],"case":[65],"support":[67],"consultancy":[69],"rehabilitation":[71],"services":[72],"is":[73],"depicted.":[74]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}