{"id":"https://openalex.org/W3129123875","doi":"https://doi.org/10.18420/inf2020_101","title":"28. September - 2. Oktober 2020","display_name":"28. September - 2. Oktober 2020","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3129123875","doi":"https://doi.org/10.18420/inf2020_101","mag":"3129123875"},"language":"de","primary_location":{"id":"pmh:oai:fraunhofer.de:N-621958","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-621958.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"conferenceObject"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://publica.fraunhofer.de/documents/N-621958.html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074717615","display_name":"Tanja Liesch","orcid":"https://orcid.org/0000-0001-8648-5333"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Liesch, Tanja","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084431962","display_name":"Julian Bruns","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bruns, Julian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091237830","display_name":"Andreas Abecker","orcid":"https://orcid.org/0000-0001-6703-7818"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abecker, Andreas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015691758","display_name":"D\u00e9sir\u00e9e Hilbring","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hilbring, D\u00e9sir\u00e9e","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006912976","display_name":"Divas Karimanzira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karimanzira, Divas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021128181","display_name":"Tobias Martin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin, Tobias","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027275363","display_name":"Martin Wagner","orcid":"https://orcid.org/0000-0002-9831-9110"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wagner, Martin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000177867","display_name":"Andreas W\u00fcnsch","orcid":"https://orcid.org/0000-0002-0585-9549"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wunsch, Andreas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5017929866","display_name":"Thilo C. Fischer","orcid":"https://orcid.org/0000-0001-7371-4053"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fischer, Thilo","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5074717615"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3163,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60622885,"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":"1069","last_page":"1079"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14427","display_name":"Environmental Monitoring and Data Management","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14427","display_name":"Environmental Monitoring and Data Management","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10564","display_name":"Wastewater Treatment and Nitrogen Removal","score":0.902400016784668,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.4296055734157562},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3464743494987488}],"concepts":[{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.4296055734157562},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3464743494987488}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:fraunhofer.de:N-621958","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-621958.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"conferenceObject"},{"id":"pmh:oai:null:publica/409920","is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/409920","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"doi:10.18420/inf2020_101","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2020_101","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"},{"id":"mag:3129123875","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/gi/gi2020.html#LieschBAHKMWWF20","pdf_url":null,"source":{"id":"https://openalex.org/S4306511462","display_name":"GI-Jahrestagung","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"GI-Jahrestagung","raw_type":null}],"best_oa_location":{"id":"pmh:oai:fraunhofer.de:N-621958","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-621958.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.47999998927116394,"display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Nitrat":[0,17,129],"im":[1,18,130],"Grundwasser":[2,19,131],"stellt":[3],"weltweit":[4],"unter":[5],"anderem":[6],"f\u00fcr":[7,34],"die":[8,59],"Trinkwasserversorgung":[9],"ein":[10,86],"gro\u00dfes":[11],"Problem":[12],"dar.":[13],"Die":[14],"Verteilung":[15],"von":[16,78,128],"ist":[20],"dabei":[21],"das":[22],"Ergebnis":[23],"eines":[24],"komplexen":[25],"Zusammenspiels":[26],"vieler":[27],"Einflussfaktoren,":[28],"welches":[29,91],"sich":[30],"mit":[31,94,144],"herk\u00f6mmlichen":[32],"Modellen":[33],"gro\u00dfe":[35],"Gebiete":[36],"aufgrund":[37],"der":[38,41,75,96,100,150,159],"hohen":[39],"Komplexit\u00e4t":[40],"Dom\u00e4ne":[42],"nur":[43],"schwer":[44],"modellieren":[45],"l\u00e4sst.":[46],"KI-Anwendungen,":[47],"insbesondere":[48],"Neuronale":[49],"Netze":[50],"bzw.":[51],"Deep":[52],"Learning":[53,107],"Verfahren,":[54],"lassen":[55],"als":[56],"datenbasierte":[57],"Modelle,":[58],"komplexe":[60],"Zusammenh\u00e4nge":[61],"aus":[62],"einer":[63],"gro\u00dfen":[64],"Datenmenge":[65],"extrahieren":[66],"und":[67,98,113,125,134,138,149],"\u00fcbertragen":[68],"k\u00f6nnen,":[69],"hier":[70],"einen":[71,156],"deutlichen":[72],"Mehrwert":[73],"bei":[74,158],"zeitlich-r\u00e4umlichen":[76],"Vorhersage":[77,127],"Nitratwerten":[79],"erwarten.":[80],"Im":[81],"vorliegenden":[82],"Projekt":[83],"soll":[84],"daher":[85],"\u00fcbergreifendes":[87],"System":[88],"entwickelt":[89],"werden,":[90],"KI":[92],"Verfahren":[93],"Methoden":[95,108,145],"Umweltinformatik":[97],"speziell":[99],"Wasserdom\u00e4ne":[101],"kombiniert.":[102],"Hierzu":[103],"kommen":[104],"State-of-the-Art":[105],"Machine":[106],"wie":[109],"Convolutional":[110],"Neural":[111],"Networks":[112],"Long":[114],"short-term":[115],"Memory":[116],"Netzwerke":[117],"zum":[118],"Einsatz,":[119],"um":[120,154],"so":[121],"eine":[122],"verbesserte":[123],"r\u00e4umliche":[124],"zeitliche":[126],"zu":[132,162],"erzielen":[133],"damit":[135,155],"zur":[136],"effizienten":[137],"nachhaltigen":[139],"Nitrat-Reduzierung":[140],"beizutragen.":[141],"Diese":[142],"werden":[143],"des":[146],"Operation":[147],"Research":[148],"semantischen":[151],"Datenintegration":[152],"erweitert,":[153],"Endnutzer":[157],"Entscheidungsfindung":[160],"intelligent":[161],"unterst\u00fctzen.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}