{"id":"https://openalex.org/W2955121129","doi":"https://doi.org/10.1145/3331184.3331420","title":"Document Distance Metric Learning in an Interactive Exploration Process","display_name":"Document Distance Metric Learning in an Interactive Exploration Process","publication_year":2019,"publication_date":"2019-07-18","ids":{"openalex":"https://openalex.org/W2955121129","doi":"https://doi.org/10.1145/3331184.3331420","mag":"2955121129"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3331184.3331420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5038316439","display_name":"Marco Wrzalik","orcid":"https://orcid.org/0000-0003-0396-0341"},"institutions":[{"id":"https://openalex.org/I4829542","display_name":"RheinMain University of Applied Sciences","ror":"https://ror.org/0378gm372","country_code":"DE","type":"education","lineage":["https://openalex.org/I4829542"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marco Wrzalik","raw_affiliation_strings":["RheinMain University of Applied Sciences, Wiesbaden, Germany"],"affiliations":[{"raw_affiliation_string":"RheinMain University of Applied Sciences, Wiesbaden, Germany","institution_ids":["https://openalex.org/I4829542"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038316439"],"corresponding_institution_ids":["https://openalex.org/I4829542"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":62},"biblio":{"volume":null,"issue":null,"first_page":"1452","last_page":"1452"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Automatic Keyword Extraction from Textual Data","score":0.9957,"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/T13083","display_name":"Automatic Keyword Extraction from Textual Data","score":0.9957,"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/T11309","display_name":"Audio Signal Classification and Analysis","score":0.9913,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11439","display_name":"Automatic Video Summarization and Analysis","score":0.9877,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/similarity","display_name":"Similarity (geometry)","score":0.8168949},{"id":"https://openalex.org/keywords/user-attention-model","display_name":"User Attention Model","score":0.507423},{"id":"https://openalex.org/keywords/multimodal-indexing","display_name":"Multimodal Indexing","score":0.501502},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.49767306}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.8168949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7705579},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.73241544},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6463072},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6413076},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5913785},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5191378},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.49767306},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3297038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27020106},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.067168474},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3331184.3331420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.64}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":10,"referenced_works":["https://openalex.org/W1610356397","https://openalex.org/W1877481539","https://openalex.org/W1966443646","https://openalex.org/W1984070542","https://openalex.org/W2051088039","https://openalex.org/W2106576032","https://openalex.org/W2176930994","https://openalex.org/W2508865106","https://openalex.org/W2598010724","https://openalex.org/W658020064"],"related_works":["https://openalex.org/W3124914020","https://openalex.org/W2383687187","https://openalex.org/W2156434174","https://openalex.org/W2141033859","https://openalex.org/W2121496884","https://openalex.org/W2081517010","https://openalex.org/W2077542787","https://openalex.org/W2071701083","https://openalex.org/W2068608913","https://openalex.org/W2034283238"],"abstract_inverted_index":{"Visualization":[0],"of":[1,10,37,44],"inter-document":[2],"similarities":[3],"is":[4],"widely":[5],"used":[6],"for":[7,125],"the":[8,34,41,50,66,109,113],"exploration":[9,51,73,110],"document":[11],"collections":[12],"and":[13,23,82],"interactive":[14],"retrieval.":[15],"However,":[16],"similarity":[17,36,45,67,103],"relationships":[18],"between":[19],"documents":[20],"are":[21,118],"multifaceted":[22],"measured":[24],"distances":[25],"by":[26],"a":[27,102],"given":[28],"metric":[29,94],"often":[30],"do":[31],"not":[32],"match":[33],"perceived":[35],"human":[38],"beings.":[39],"Furthermore,":[40],"user's":[42],"notion":[43],"can":[46],"drastically":[47],"change":[48],"with":[49],"objective":[52],"or":[53,74,132],"task":[54],"at":[55],"hand.":[56],"Therefore,":[57],"this":[58,78],"research":[59],"proposes":[60],"to":[61,65,87,100,107],"investigate":[62],"online":[63],"adjustments":[64],"model":[68,104],"using":[69],"feedback":[70],"generated":[71],"during":[72],"exploratory":[75],"search.":[76],"In":[77],"course,":[79],"rich":[80],"visualizations":[81],"interactions":[83],"will":[84,97,134],"support":[85],"users":[86],"give":[88],"valuable":[89,121],"feedback.":[90],"Based":[91],"on":[92],"this,":[93],"learning":[95],"methodologies":[96],"be":[98,135],"applied":[99],"adjust":[101],"in":[105],"order":[106],"improve":[108],"experience.":[111],"At":[112],"same":[114],"time,":[115],"trained":[116],"models":[117],"considered":[119],"as":[120,129],"outcomes":[122],"whose":[123],"benefits":[124],"similarity-based":[126],"tasks":[127],"such":[128],"query-by-example":[130],"retrieval":[131],"classification":[133],"tested.":[136]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2955121129","counts_by_year":[],"updated_date":"2024-10-07T20:05:06.158148","created_date":"2019-07-12"}