{"id":"https://openalex.org/W2061124807","doi":"https://doi.org/10.5220/0005098402510257","title":"Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research","display_name":"Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2061124807","doi":"https://doi.org/10.5220/0005098402510257","mag":"2061124807"},"language":"en","primary_location":{"id":"doi:10.5220/0005098402510257","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0005098402510257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 3rd International Conference on Data Management Technologies and Applications","raw_type":"proceedings-article"},"type":"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/A5068049841","display_name":"Clemens Beckstein","orcid":null},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"C. Beckstein","raw_affiliation_strings":["Friedrich Schiller University Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033025664","display_name":"Sebastian B\u00f6cker","orcid":"https://orcid.org/0000-0002-9304-8091"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. B\u00f6cker","raw_affiliation_strings":["Friedrich Schiller University Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008688775","display_name":"Martin Bogdan","orcid":"https://orcid.org/0000-0002-6455-127X"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Bogdan","raw_affiliation_strings":["Leipzig University, Germany","#N##TAB##TAB##TAB##TAB# Leipzig University#N##TAB##TAB##TAB#"],"affiliations":[{"raw_affiliation_string":"Leipzig University, Germany","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"#N##TAB##TAB##TAB##TAB# Leipzig University#N##TAB##TAB##TAB#","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061336173","display_name":"Helge Bruehlheide","orcid":null},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]},{"id":"https://openalex.org/I2801030728","display_name":"German Centre for Integrative Biodiversity Research","ror":"https://ror.org/01jty7g66","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801030728"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Bruehlheide","raw_affiliation_strings":["German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig and Martin Luther University Halle Wittenberg, Germany"],"affiliations":[{"raw_affiliation_string":"German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig and Martin Luther University Halle Wittenberg, Germany","institution_ids":["https://openalex.org/I2801030728","https://openalex.org/I68956291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059494979","display_name":"H. Martin B\u00fccker","orcid":"https://orcid.org/0000-0002-5210-0789"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. M. B\u00fccker","raw_affiliation_strings":["Friedrich Schiller University Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024934744","display_name":"Joachim Denzler","orcid":"https://orcid.org/0000-0002-3193-3300"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Denzler","raw_affiliation_strings":["Friedrich Schiller University Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018987403","display_name":"Peter Dittrich","orcid":"https://orcid.org/0000-0002-2541-6745"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"P. Dittrich","raw_affiliation_strings":["Friedrich Schiller University Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017744726","display_name":"Ivo Gro\u00dfe","orcid":"https://orcid.org/0000-0001-5318-4825"},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]},{"id":"https://openalex.org/I2801030728","display_name":"German Centre for Integrative Biodiversity Research","ror":"https://ror.org/01jty7g66","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801030728"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"I. Grosse","raw_affiliation_strings":["German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig and Martin Luther University Halle Wittenberg, Germany"],"affiliations":[{"raw_affiliation_string":"German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig and Martin Luther University Halle Wittenberg, Germany","institution_ids":["https://openalex.org/I2801030728","https://openalex.org/I68956291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073994390","display_name":"Alexander Hinneburg","orcid":null},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"A. Hinneburg","raw_affiliation_strings":["Martin Luther University Halle Wittenberg, Germany"],"affiliations":[{"raw_affiliation_string":"Martin Luther University Halle Wittenberg, Germany","institution_ids":["https://openalex.org/I68956291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024963110","display_name":"Birgitta K\u00f6nig\u2010Ries","orcid":"https://orcid.org/0000-0002-2382-9722"},"institutions":[{"id":"https://openalex.org/I2801030728","display_name":"German Centre for Integrative Biodiversity Research","ror":"https://ror.org/01jty7g66","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801030728"]},{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B. K\u00f6nig-Ries","raw_affiliation_strings":["Friedrich Schiller University Jena and German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena and German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Germany","institution_ids":["https://openalex.org/I2801030728","https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020627489","display_name":"Felicitas L\u00f6ffler","orcid":"https://orcid.org/0000-0001-6423-7427"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"F. L\u00f6ffler","raw_affiliation_strings":["Friedrich Schiller University Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041475009","display_name":"Manja Marz","orcid":"https://orcid.org/0000-0003-4783-8823"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Marz","raw_affiliation_strings":["Friedrich Schiller University Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich Schiller University Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006211424","display_name":"Matthias M\u00fcller\u2010Hannemann","orcid":"https://orcid.org/0000-0001-6976-0006"},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. M\u00fcller-Hannemann","raw_affiliation_strings":["Martin Luther University Halle Wittenberg, Germany"],"affiliations":[{"raw_affiliation_string":"Martin Luther University Halle Wittenberg, Germany","institution_ids":["https://openalex.org/I68956291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001868290","display_name":"Marten Winter","orcid":"https://orcid.org/0000-0002-9593-7300"},"institutions":[{"id":"https://openalex.org/I2801030728","display_name":"German Centre for Integrative Biodiversity Research","ror":"https://ror.org/01jty7g66","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2801030728"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Winter","raw_affiliation_strings":["German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Germany","institution_ids":["https://openalex.org/I2801030728"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063947330","display_name":"Wolf Zimmermann","orcid":null},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"W. Zimmermann","raw_affiliation_strings":["Martin Luther University Halle Wittenberg, Germany"],"affiliations":[{"raw_affiliation_string":"Martin Luther University Halle Wittenberg, Germany","institution_ids":["https://openalex.org/I68956291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5068049841"],"corresponding_institution_ids":["https://openalex.org/I76198965"],"apc_list":null,"apc_paid":null,"fwci":0.8734,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74664352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"251","last_page":"257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.984499990940094,"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/T11106","display_name":"Data Management and Algorithms","score":0.984499990940094,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9427000284194946,"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/blueprint","display_name":"Blueprint","score":0.7768093347549438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7176494598388672},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.6781558394432068},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.650245189666748},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6027162075042725},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5681430101394653},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5651410222053528},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5351536870002747},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.45401161909103394},{"id":"https://openalex.org/keywords/data-access-layer","display_name":"Data access layer","score":0.43289998173713684},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.4215629994869232},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3594330847263336},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.2995336055755615},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.27872341871261597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11646690964698792},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1129535436630249}],"concepts":[{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.7768093347549438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7176494598388672},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.6781558394432068},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.650245189666748},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6027162075042725},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5681430101394653},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5651410222053528},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5351536870002747},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.45401161909103394},{"id":"https://openalex.org/C20277647","wikidata":"https://www.wikidata.org/wiki/Q5227234","display_name":"Data access layer","level":3,"score":0.43289998173713684},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.4215629994869232},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3594330847263336},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2995336055755615},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27872341871261597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11646690964698792},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1129535436630249},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005098402510257","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0005098402510257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 3rd International Conference on Data Management Technologies and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4304620183","https://openalex.org/W2384575798","https://openalex.org/W2007211730","https://openalex.org/W2265189214","https://openalex.org/W2766654718","https://openalex.org/W2993859764","https://openalex.org/W4385385765","https://openalex.org/W2981176584","https://openalex.org/W2765568996","https://openalex.org/W4388297369"],"abstract_inverted_index":{"We":[0],"outline":[1],"a":[2,28,58],"blueprint":[3],"for":[4,12,21,70,103,115],"the":[5,13,42,76,81,96,99,108],"development":[6],"of":[7,17,30,35,41,45,64,75,89],"new":[8],"computer":[9],"science":[10],"approaches":[11],"management":[14],"and":[15,68,92],"analysis":[16,72],"big":[18,46],"data":[19,32,47,66,82,87,100],"problems":[20,25],"biodiversity":[22],"science.":[23],"Such":[24],"are\r\n\r\ncharacterized":[26],"by":[27],"combination":[29],"different":[31,62],"sources":[33,67],"each":[34,104],"which":[36],"owns":[37],"at":[38],"least":[39],"one":[40,74],"typical":[43],"characteristics":[44],"(volume,":[48],"variety,":[49],"velocity,":[50],"or":[51],"veracity).":[52],"For":[53],"these":[54],"problems,":[55],"we":[56],"envision":[57],"solution":[59],"that":[60],"covers":[61],"aspects":[63],"integrating":[65],"algorithms":[69],"their":[71],"on":[73],"following":[77],"three":[78],"layers:":[79],"At":[80,95,107],"layer,":[83,98],"there":[84],"are":[85,101,113],"various":[86],"archives":[88,112],"heterogeneous,":[90],"unstructured,":[91],"uncertain":[93],"data.":[94],"functional":[97,111],"analyzed":[102],"archive":[105],"individually.":[106],"meta-layer,":[109],"multiple":[110],"combined":[114],"complex":[116],"analysis.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}