Novices Make More Noise!: The D&K Effect 2.0?

Jan Schneider; Khaleel Asyraaf Mat Sanusi; B.H. Limbu; Marcel Schmitz; Daniel  Schiffner

Novices Make More Noise! The D&K Effect 2.0?

Jan Schneider, Khaleel Asyraaf Mat Sanusi, B.H. Limbu, Marcel Schmitz, Daniel Schiffner

Web Information Systems

Research output: Chapter in Book/Conference proceedings/Edited volume › Chapter › Scientific › peer-review

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Abstract

This paper presents an approach that helps distinguish expert and novice performance easily by observing the sensor data without having to understand nor apply models to the sensor signal. The method consists of plotting the sensor data and identifying irregularities. We corroborate, with the help of sensors, that expert performances are smoother, contain fewer irregularities, and have consistently uniform patterns than novice performances. In this paper, we present six different cases pointing out this assertion, namely bachata and salsa dances, tennis swings, football penalty kicks, badminton, and running.

Original language	English
Title of host publication	CrossMMLA 2023
Subtitle of host publication	Leveraging Multimodal Data for Generating Meaningful Feedback
Editors	Daniele Di Mitri , Namrata Srivastava , Roberto Martinez-Maldonado, Mutlu Cukurova
Publisher	CEUR-WS
Pages	43-48
Number of pages	6
Volume	3439
Publication status	Published - 2023
Event	CrossMMLA 2023: Leveraging Multimodal Data for Generating Meaningful Feedback - Arlington, United States Duration: 13 Mar 2023 → 17 Mar 2023 https://crossmmla.org/

Publication series

Name	CEUR Workshop procedings
Publisher	CEUR
Volume	3439
ISSN (Electronic)	1613-0073

Workshop

Workshop	CrossMMLA 2023
Abbreviated title	CrossMMLA 2023
Country/Territory	United States
City	Arlington
Period	13/03/23 → 17/03/23
Internet address	https://crossmmla.org/

Keywords

Expertise
Deliberate practice
Sensors

Access to Document

paper6Final published version, 2.78 MBLicence: CC BY

https://ceur-ws.org/Vol-3439/paper6.pdfLicence: CC BY

Cite this

Schneider, J., Mat Sanusi, K. A., Limbu, B. H., Schmitz, M., & Schiffner, D. (2023). Novices Make More Noise! The D&K Effect 2.0? In D. Di Mitri , N. Srivastava , R. Martinez-Maldonado, & M. Cukurova (Eds.), CrossMMLA 2023: Leveraging Multimodal Data for Generating Meaningful Feedback (Vol. 3439, pp. 43-48). (CEUR Workshop procedings; Vol. 3439). CEUR-WS. https://ceur-ws.org/Vol-3439/paper6.pdf

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title = "Novices Make More Noise!: The D&K Effect 2.0?",

abstract = "This paper presents an approach that helps distinguish expert and novice performance easily by observing the sensor data without having to understand nor apply models to the sensor signal. The method consists of plotting the sensor data and identifying irregularities. We corroborate, with the help of sensors, that expert performances are smoother, contain fewer irregularities, and have consistently uniform patterns than novice performances. In this paper, we present six different cases pointing out this assertion, namely bachata and salsa dances, tennis swings, football penalty kicks, badminton, and running.",

keywords = "Expertise, Deliberate practice, Sensors",

author = "Jan Schneider and {Mat Sanusi}, {Khaleel Asyraaf} and B.H. Limbu and Marcel Schmitz and Daniel Schiffner",

year = "2023",

language = "English",

volume = "3439",

series = "CEUR Workshop procedings",

publisher = "CEUR-WS",

pages = "43--48",

editor = "{Di Mitri }, {Daniele } and {Srivastava }, {Namrata } and { Martinez-Maldonado}, Roberto and Cukurova, {Mutlu }",

booktitle = "CrossMMLA 2023",

note = "CrossMMLA 2023 : Leveraging Multimodal Data for Generating Meaningful Feedback , CrossMMLA 2023 ; Conference date: 13-03-2023 Through 17-03-2023",

url = "https://crossmmla.org/",

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Schneider, J, Mat Sanusi, KA, Limbu, BH, Schmitz, M & Schiffner, D 2023, Novices Make More Noise! The D&K Effect 2.0? in D Di Mitri , N Srivastava , R Martinez-Maldonado & M Cukurova (eds), CrossMMLA 2023: Leveraging Multimodal Data for Generating Meaningful Feedback . vol. 3439, CEUR Workshop procedings, vol. 3439, CEUR-WS, pp. 43-48, CrossMMLA 2023, Arlington, Texas, United States, 13/03/23. <https://ceur-ws.org/Vol-3439/paper6.pdf>

Novices Make More Noise! The D&K Effect 2.0? / Schneider, Jan; Mat Sanusi, Khaleel Asyraaf; Limbu, B.H. et al.
CrossMMLA 2023: Leveraging Multimodal Data for Generating Meaningful Feedback . ed. / Daniele Di Mitri ; Namrata Srivastava ; Roberto Martinez-Maldonado; Mutlu Cukurova. Vol. 3439 CEUR-WS, 2023. p. 43-48 (CEUR Workshop procedings; Vol. 3439).

Research output: Chapter in Book/Conference proceedings/Edited volume › Chapter › Scientific › peer-review

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