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|Abstract=Ever since the first International Symposium on Music Informa- tion Retrieval in 2000, the proceedings have been made publicly available to interested researchers. After 20 years of annual conferences and workshops, this number has grown to an im- pressive amount of almost 2,000 papers. When restricted to linear search and retrieval in a document collection of this size, it becomes inherently hard to identify topics, related work and trends in scientific research. Therefore, this paper presents and evaluates a map-based user interface for exploring 20 years of ISMIR publications. The interface visualizes k-nearest neigh- bor subsets of semantically similar papers. Users may jump from one neighborhood to the next by selecting another paper from the current subset. Through animated transitions between local k-nn maps, the interface creates the impression of panning a large global map. Evaluation results of a small user study suggest that users are able to discover interesting links between papers. Due to its generic approach, the interface is easily applicable to other document collections as well. The search interface and its source code are made publicly available.
 
|Abstract=Ever since the first International Symposium on Music Informa- tion Retrieval in 2000, the proceedings have been made publicly available to interested researchers. After 20 years of annual conferences and workshops, this number has grown to an im- pressive amount of almost 2,000 papers. When restricted to linear search and retrieval in a document collection of this size, it becomes inherently hard to identify topics, related work and trends in scientific research. Therefore, this paper presents and evaluates a map-based user interface for exploring 20 years of ISMIR publications. The interface visualizes k-nearest neigh- bor subsets of semantically similar papers. Users may jump from one neighborhood to the next by selecting another paper from the current subset. Through animated transitions between local k-nn maps, the interface creates the impression of panning a large global map. Evaluation results of a small user study suggest that users are able to discover interesting links between papers. Due to its generic approach, the interface is easily applicable to other document collections as well. The search interface and its source code are made publicly available.
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|Download=Low-ISMIR2019.pdf
 
|Link=http://archives.ismir.net/ismir2019/
 
|Link=http://archives.ismir.net/ismir2019/
 
|Forschungsgruppe=Information Service Engineering
 
|Forschungsgruppe=Information Service Engineering
 
}}
 
}}

Version vom 17. November 2022, 13:03 Uhr


The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications


The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications



Published: 2019 November
Herausgeber: Arthur Flexer, Geoffroy Peeters, Julian Urbano, Anja Volk
Buchtitel: Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019
Seiten: 754 – 760
Verlag: ISMIR Archive
Organisation: 20th International Society for Music Information Retrieval Conference, ISMIR 2019

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BibTeX

Kurzfassung
Ever since the first International Symposium on Music Informa- tion Retrieval in 2000, the proceedings have been made publicly available to interested researchers. After 20 years of annual conferences and workshops, this number has grown to an im- pressive amount of almost 2,000 papers. When restricted to linear search and retrieval in a document collection of this size, it becomes inherently hard to identify topics, related work and trends in scientific research. Therefore, this paper presents and evaluates a map-based user interface for exploring 20 years of ISMIR publications. The interface visualizes k-nearest neigh- bor subsets of semantically similar papers. Users may jump from one neighborhood to the next by selecting another paper from the current subset. Through animated transitions between local k-nn maps, the interface creates the impression of panning a large global map. Evaluation results of a small user study suggest that users are able to discover interesting links between papers. Due to its generic approach, the interface is easily applicable to other document collections as well. The search interface and its source code are made publicly available.

Download: Media:Low-ISMIR2019.pdf
Weitere Informationen unter: Link



Forschungsgruppe

Information Service Engineering


Forschungsgebiet