{"id":"https://openalex.org/W324992372","doi":"https://doi.org/10.1007/11011620_4","title":"Serendipity in Text and Audio Information Spaces: Organizing and Exploring High-Dimensional Data with the Growing Hierarchical Self-Organizing Map","display_name":"Serendipity in Text and Audio Information Spaces: Organizing and Exploring High-Dimensional Data with the Growing Hierarchical Self-Organizing Map","publication_year":2005,"publication_date":"2005-08-22","ids":{"openalex":"https://openalex.org/W324992372","doi":"https://doi.org/10.1007/11011620_4","mag":"324992372"},"language":"en","primary_location":{"id":"doi:10.1007/11011620_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11011620_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5009167696","display_name":"Michael Dittenbach","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Dittenbach","raw_affiliation_strings":["E-Commerce Competence Center \u2013 EC3, Donau-City-Stra\u00dfe 1, A\u20131220 Wien, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E-Commerce Competence Center \u2013 EC3, Donau-City-Stra\u00dfe 1, A\u20131220 Wien, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060703938","display_name":"Dieter Merkl","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dieter Merkl","raw_affiliation_strings":["Research Group for Industrial Software Engineering, Technische Universit\u00e4t Wien, Operngasse 9, A\u20131040 Wien, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Group for Industrial Software Engineering, Technische Universit\u00e4t Wien, Operngasse 9, A\u20131040 Wien, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057690103","display_name":"Andreas Rauber","orcid":"https://orcid.org/0000-0002-9272-6225"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Rauber","raw_affiliation_strings":["Institut f\u00fcr Softwaretechnik, Technische Universit\u00e4t Wien, Favoritenstra\u00dfe 9\u201311/188, A\u20131040 Wien, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Softwaretechnik, Technische Universit\u00e4t Wien, Favoritenstra\u00dfe 9\u201311/188, A\u20131040 Wien, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0435365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9991999864578247,"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/T11309","display_name":"Music and Audio Processing","score":0.9991999864578247,"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/T10320","display_name":"Neural Networks and Applications","score":0.9957000017166138,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9848999977111816,"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/serendipity","display_name":"Serendipity","score":0.8949545621871948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7361142635345459},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.6221170425415039},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.56632000207901},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5552430748939514},{"id":"https://openalex.org/keywords/information-space","display_name":"Information space","score":0.5499030947685242},{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.529442310333252},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45975446701049805},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45920804142951965},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39826542139053345},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3627059757709503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29833441972732544},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17373117804527283}],"concepts":[{"id":"https://openalex.org/C2779119418","wikidata":"https://www.wikidata.org/wiki/Q166039","display_name":"Serendipity","level":2,"score":0.8949545621871948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7361142635345459},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.6221170425415039},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.56632000207901},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5552430748939514},{"id":"https://openalex.org/C2776377510","wikidata":"https://www.wikidata.org/wiki/Q4202250","display_name":"Information space","level":2,"score":0.5499030947685242},{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.529442310333252},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45975446701049805},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45920804142951965},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39826542139053345},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3627059757709503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29833441972732544},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17373117804527283},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11011620_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11011620_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1249474216","https://openalex.org/W1539451764","https://openalex.org/W1562006181","https://openalex.org/W1570131942","https://openalex.org/W1602031264","https://openalex.org/W1641006451","https://openalex.org/W1679913846","https://openalex.org/W1832367586","https://openalex.org/W1833785989","https://openalex.org/W1939394412","https://openalex.org/W1989077545","https://openalex.org/W1994892446","https://openalex.org/W2000101855","https://openalex.org/W2006493416","https://openalex.org/W2043843997","https://openalex.org/W2127916070","https://openalex.org/W2157886637","https://openalex.org/W2162161511"],"related_works":["https://openalex.org/W4205615116","https://openalex.org/W2154428221","https://openalex.org/W2531086667","https://openalex.org/W4392612085","https://openalex.org/W35325473","https://openalex.org/W1876349746","https://openalex.org/W3125216959","https://openalex.org/W3021907593","https://openalex.org/W2045676999","https://openalex.org/W2995591236"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}