Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis"

Hermann T, Ritter H (1999)
Bielefeld University.

Datenpublikation
 
Download
OA
OA irisCl3-2n.wav
OA irisCl1-2n.wav
Alle
Abstract / Bemerkung
Sonification is the use of non-speech audio to convey information. We are developing tools for interactive data exploration, which make use of sonification for data presentation. In this paper, model-based sonification is presented as a concept to design auditory displays. Two designs are described: (1) particle trajectories in a data potential is a sonification model to reveal information about the clustering of vectorial data and (2)data-sonograms is a sonification for data from a classification problem to reveal information about the mixing of distinct classes. Sound Examples 2+3 with Model II Data-Sonograms: These examples present Data-Sonograms of the iris data set. Iris_nm is a sonogram where the shock wave starts at the mean of all instances of class n. The local entropy S is computed using instances of class n and m. Thus the class border between class n and m is sonified.
Erscheinungsjahr
1999
Page URI
https://pub.uni-bielefeld.de/record/2701116

Zitieren

Hermann T, Ritter H. Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis". Bielefeld University; 1999.
Hermann, T., & Ritter, H. (1999). Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis". Bielefeld University. doi:10.4119/unibi/2701116
Hermann, T., and Ritter, H. (1999). Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis". Bielefeld University.
Hermann, T., & Ritter, H., 1999. Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis", Bielefeld University.
T. Hermann and H. Ritter, Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis", Bielefeld University, 1999.
Hermann, T., Ritter, H.: Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis". Bielefeld University (1999).
Hermann, Thomas, and Ritter, Helge. Supplementary Material for "Listen to your Data: Model-Based-Sonification for Data-Analysis". Bielefeld University, 1999.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Volltext(e)
Beschreibung
Model I: Particle Trajectories in a Data Potential.
Data set with 1 cluster.
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:53Z
MD5 Prüfsumme
95f69f7b2a1c0d31c378b2884b205bc3
Beschreibung
Model II: Data-Sonograms with Iris_32.
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:53Z
MD5 Prüfsumme
3ec0a11599415b688b356a81f8fcd435
Beschreibung
Model II: Data-Sonograms with Iris_12.
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:53Z
MD5 Prüfsumme
7255c9d16c000889cbcd9c78f979771f
Beschreibung
Model I: Particle Trajectories in a Data Potential.
Data set with 3 clusters.
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-25T06:34:53Z
MD5 Prüfsumme
e45a08b8f5c2f1f36874ad7b1a3d72b3

Material in PUB:
Wird zitiert von
Listen to your Data: Model-Based Sonification for Data Analysis
Hermann T, Ritter H (1999)
In: Advances in intelligent computing and multimedia systems. Lasker GE, Syed MR (Eds); Windsor, Ontario: Int. Inst. for Advanced Studies in System research and cybernetics: 189-194.

Export

Markieren/ Markierung löschen
Markierte Publikationen

Open Data PUB

Suchen in

Google Scholar