{"id":"https://openalex.org/W7155225655","doi":"https://doi.org/10.1007/978-3-032-16708-8_20","title":"Which Metadata Matters? Evaluating Predictive Features for\u00a0Environmental Time Series","display_name":"Which Metadata Matters? Evaluating Predictive Features for\u00a0Environmental Time Series","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7155225655","doi":"https://doi.org/10.1007/978-3-032-16708-8_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16708-8_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16708-8_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5099637626","display_name":"Ann-Kathrin D\u00f6rr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]},{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ann-Kathrin D\u00f6rr","raw_affiliation_strings":["Department of Computer Science, University of Duisburg-Essen, Essen, Germany","Institute for Artificial Intelligence in Medicine, University Hospital Essen, Department of Medicine, University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0009-0009-2705-0642","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, University Hospital Essen, Department of Medicine, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514","https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134229154","display_name":"Tina Schmidt","orcid":"https://orcid.org/0009-0003-4102-1879"},"institutions":[{"id":"https://openalex.org/I2799953214","display_name":"Emschergenossenschaft","ror":"https://ror.org/035dzyj47","country_code":"DE","type":"government","lineage":["https://openalex.org/I2799953214"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tina Schmidt","raw_affiliation_strings":["Emschergenossenschaft/Lippeverband, Kronprinzenstra\u00dfe 24, 45128, Essen, Germany"],"raw_orcid":"https://orcid.org/0009-0003-4102-1879","affiliations":[{"raw_affiliation_string":"Emschergenossenschaft/Lippeverband, Kronprinzenstra\u00dfe 24, 45128, Essen, Germany","institution_ids":["https://openalex.org/I2799953214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069422857","display_name":"Jens Schoth","orcid":"https://orcid.org/0009-0003-2197-6539"},"institutions":[{"id":"https://openalex.org/I2799953214","display_name":"Emschergenossenschaft","ror":"https://ror.org/035dzyj47","country_code":"DE","type":"government","lineage":["https://openalex.org/I2799953214"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Schoth","raw_affiliation_strings":["Emschergenossenschaft/Lippeverband, Kronprinzenstra\u00dfe 24, 45128, Essen, Germany"],"raw_orcid":"https://orcid.org/0009-0003-2197-6539","affiliations":[{"raw_affiliation_string":"Emschergenossenschaft/Lippeverband, Kronprinzenstra\u00dfe 24, 45128, Essen, Germany","institution_ids":["https://openalex.org/I2799953214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090806187","display_name":"Ivana Kraiselburd","orcid":"https://orcid.org/0000-0002-9677-6094"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]},{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ivana Kraiselburd","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine, University Hospital Essen, Department of Medicine, University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9677-6094","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, University Hospital Essen, Department of Medicine, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514","https://openalex.org/I4210119759"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086419862","display_name":"Folker Meyer","orcid":"https://orcid.org/0000-0003-1112-2284"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]},{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Folker Meyer","raw_affiliation_strings":["Department of Computer Science, University of Duisburg-Essen, Essen, Germany","Institute for Artificial Intelligence in Medicine, University Hospital Essen, Department of Medicine, University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1112-2284","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, University Hospital Essen, Department of Medicine, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514","https://openalex.org/I4210119759"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086419862"],"corresponding_institution_ids":["https://openalex.org/I4210119759","https://openalex.org/I62318514"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.98269231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.24130000174045563,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.24130000174045563,"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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.11559999734163284,"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/T11937","display_name":"Research Data Management Practices","score":0.061000000685453415,"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/metadata","display_name":"Metadata","score":0.866599977016449},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6141999959945679},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5347999930381775},{"id":"https://openalex.org/keywords/thesaurus","display_name":"Thesaurus","score":0.4262000024318695}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.866599977016449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7820000052452087},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6668000221252441},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6141999959945679},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5347999930381775},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4496000111103058},{"id":"https://openalex.org/C2778698081","wikidata":"https://www.wikidata.org/wiki/Q179797","display_name":"Thesaurus","level":2,"score":0.4262000024318695},{"id":"https://openalex.org/C2987767877","wikidata":"https://www.wikidata.org/wiki/Q352862","display_name":"Time lag","level":3,"score":0.34610000252723694},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3228999972343445},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26350000500679016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.259799987077713},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16708-8_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16708-8_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7333537936210632}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2115701239","https://openalex.org/W2130731460","https://openalex.org/W2909891781","https://openalex.org/W3007075806","https://openalex.org/W3133646808","https://openalex.org/W3162167414","https://openalex.org/W3209867754","https://openalex.org/W4283221456","https://openalex.org/W4284696817","https://openalex.org/W4308737335","https://openalex.org/W4367171938","https://openalex.org/W4379932472","https://openalex.org/W4384343489","https://openalex.org/W4399916841","https://openalex.org/W4401715296","https://openalex.org/W4402077937","https://openalex.org/W4403483656","https://openalex.org/W4410399220","https://openalex.org/W4410966970","https://openalex.org/W4412066007"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-24T06:01:54.638496","created_date":"2026-04-23T00:00:00"}