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Evaluation of Skill Improvement by Combining Skill and Difficulty Levels During Paper-cutting Production

Published: 04 November 2020 Publication History

Abstract

In artworks such as paper-cutting, it is important to combine the skill of the artist with the difficulty of the rough sketch to improve the skill. We developed a system to measure the distances and widths of cutting lines and patterning the pictures based on the steering law. We quantitatively evaluated the difficulty level of the pictures. We developed an interactive system to support the improvement of cutting pressure control, which is one of the skills for making paper-cutting. Furthermore, we analyzed users' psychological state when making a paper cutting based on the psychological flow state. The flow state is a highly focused state that tends to be shown when the user's skills balance with the difficulty of the task. On the other hand, since it is difficult to analyze skills and difficulty quantitatively, many researchers evaluate them by qualitative analysis. In this paper, we set "skill" as the cutting ability and "challenge" as the difficulty level of the picture. We evaluated the improvement of the user's skill and the flow state through quantitative analysis. We developed a questionnaire to evaluate the psychological state of a paper-cutting process based on the existing flow state questionnaire. In this paper, we describe the changes in skill improvement due to the combination of user skill and picture difficulty, with "skill" being the cutting ability and "challenge" being the difficulty of the picture.

References

[1]
Johnny Accot and Shumin Zhai. 1997. Beyond Fitts? Law: Models for Trajectory-based HCI Tasks. In Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (Atlanta, Georgia, USA) (CHI '97). ACM, New York, NY, USA, 295--302. https://doi.org/10.1145/258549.258760 Proc. ACM Hum.-Comput. Interact., Vol. 4, No. ISS, Article 191. Publication date: November 2020. 191:16 Takafumi Higashi
[2]
Johnny Accot and Shumin Zhai. 1999. Performance Evaluation of Input Devices in Trajectory-based Tasks: An Application of the Steering Law. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Pittsburgh, Pennsylvania, USA) (CHI '99). ACM, New York, NY, USA, 466--472. https://doi.org/10.1145/302979.303133
[3]
Johnny Accot and Shumin Zhai. 2001. Scale Effects in Steering Law Tasks. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Seattle, Washington, USA) (CHI '01). ACM, New York, NY, USA, 1--8. https://doi.org/10.1145/365024.365027
[4]
Xiang Cao and Shumin Zhai. 2007. Modeling Human Performance of Pen Stroke Gestures. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '07). ACM, New York, NY, USA, 1495--1504. https://doi.org/10.1145/1240624.1240850
[5]
Csikszentmihalyi I. S. Csikszentmihalyi, M. 1988. Optimal experience: Psychological studies of flow in consciousness. Cambridge University Press.
[6]
Mihaly Csikszentmihalyi. 1990. Flow: The Psychology of Optimal Experience. Harper Perennial Modern Classics.
[7]
M. Csikszentmihalyi and I.S. Csikszentmihalyi. 1992. Optimal Experience: Psychological Studies of Flow in Consciousness. Cambridge University Press.
[8]
Mihaly Csikszentmihalyi and Jeanne Nakamura. 2002. The Concept of Flow. In Flow and the Foundations of Positive Psychology. Springer International Publishing, 89--902.
[9]
M. Csikszentmilhalyi, I. Csikszentmilhalyi, R. Graef, J.H. Holcomb, and Hendin. 2012. Beyond Boredom and Anxiety. The Experience of Play in Work and Games (2012).
[10]
D. Cummmings, F. Vides, and T. Hammond. 2012. I Don'T Believe My Eyes!: Geometric Sketch Recognition for a Computer Art Tutorial. In Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling (Annecy, France) (SBIM '12). Eurographics Association, Goslar Germany, Germany, 97--106. http://dl.acm.org/citation.cfm?id= 2331067.2331082
[11]
D. Dixon, M. Prasad, and Tracy Hammond. 2010. ICanDraw: Using sketch recognition and corrective feedback to assist a user in drawing human faces. Proc. SIGCHI '10 (01 2010), 897--906.
[12]
Matthew Flagg and James M. Rehg. 2006. Projector-guided Painting. In Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology (Montreux, Switzerland) (UIST '06). ACM, New York, NY, USA, 235--244. https://doi.org/10.1145/1166253.1166290
[13]
Tracy Hammond, Shalini Priya Ashok Kumar, Matthew Runyon, Josh Cherian, Blake Williford, Swarna Keshavabhotla, Stephanie Valentine, Wayne Li, and Julie Linsey. 2018. ItâAZs Not Just about Accuracy: Metrics That Matter When Modeling Expert Sketching Ability. ACM Trans. Interact. Intell. Syst. 8, 3, Article 19 (2018), 47 pages. https://doi.org/10. 1145/3181673
[14]
Takafumi Higashi and Hideaki Kanai. 2019. Improve Cutting Skill According to Skill and Difficulty Level. In Human- Computer Interaction. Recognition and Interaction Technologies. Springer International Publishing, 247--258.
[15]
Takafumi Higashi and Hideaki Kanai. 2019. Stylus Knife: Improving Cutting Skill in Paper-cutting by Implementing Pressure Control. In Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing (Limassol, Cyprus) (SAC '19). ACM, New York, NY, USA, 714--721. https://doi.org/10.1145/3297280.3297348
[16]
Takafumi Higashi and Hideaki kanai. 2020. Improvement in the Effectiveness of Cutting Skill Practice for Paper-cutting Creations Based on the Steering Law. IEICE TRANSACTIONS on Information and Systems E103-D, 4 (2020), 730--738.
[17]
Takafumi Higashi and Hideaki kanai. 2020. Improvement of Pressure Control Skill with Knife Device for Paper-cutting. IEICE TRANSACTIONS on Information and Systems E103-D (Aug 2020). Accepted.
[18]
Meng-Hsuan Huang and Saiau-Yue Tsau. 2018. A Flow Experience Analysis on the Virtual Reality Artwork: La Camera Insabbiata. In Proceedings of the International Conference on Machine Vision and Applications (Singapore, Singapore) (ICMVA 2018). Association for Computing Machinery, New York, NY, USA, 51--55. https://doi.org/10.1145/3220511. 3220514
[19]
Susan Jackson and Robert Eklund. 2002. Assessing Flow in Physical Activity: The Flow State Scale-2 and Dispositional Flow Scale-2. Journal of Sport and Exercise Psychology 24 (06 2002), 133--150.
[20]
S.A. Jackson and R.C. Eklund. 2004. The Flow Scales Manual. Fitness Information Technology.
[21]
Hark-Joon Kim, Hayoung Kim, Seungho Chae, Jonghoon Seo, and Tack-Don Han. 2013. AR Pen and Hand Gestures: A New Tool for Pen Drawings. In CHI '13 Extended Abstracts on Human Factors in Computing Systems (Paris, France) (CHI EA '13). ACM, New York, NY, USA, 943--948. https://doi.org/10.1145/2468356.2468525
[22]
Yong Jae Lee, C. Lawrence Zitnick, and Michael F. Cohen. 2011. ShadowDraw: Real-time User Guidance for Freehand Drawing. ACM Trans. Graph. 30, 4, Article 27 (July 2011), 10 pages. https://doi.org/10.1145/2010324.1964922
[23]
A. Chris Long, Jr., James A. Landay, Lawrence A. Rowe, and Joseph Michiels. 2000. Visual Similarity of Pen Gestures. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (The Hague, The Netherlands) (CHI '00). ACM, New York, NY, USA, 360--367. https://doi.org/10.1145/332040.332458
[24]
Wilk Oliveira, Armando Toda, Paula Palomino, Luiz Rodrigues, Seiji Isotani, and Lei Shi. 2019. Towards Automatic Flow Experience Identification in Educational Systems: A Theory-Driven Approach. In Extended Abstracts of the Proc. ACM Hum.-Comput. Interact., Vol. 4, No. ISS, Article 191. Publication date: November 2020. Evaluation of Skill Improvement by Combining Skill and Diffiiculty Levels During Paper-cutting Production 191:17 Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts (Barcelona, Spain) (CHI PLAY '19 Extended Abstracts). Association for Computing Machinery, New York, NY, USA, 581--588. https://doi.org/10. 1145/3341215.3356311
[25]
Michael Polanyi. 1973. Personal Knowledge-Towards a Post-critical Philosophy. University Of Chicago Press.
[26]
Toshimichi Sako. 2002. Flow experience in traditional Japanese body techniques. Journal of Japan Society of Sport Sociology 10 (2002), 36--48,134. https://doi.org/10.5987/jjsss.10.36 in Japanese.
[27]
Gershon Tenenbaum, Gerard J. Fogarty, and Susan A. Jackson. 1999. The flow experience: a Rasch analysis of Jackson's Flow State Scale. Journal of outcome measurement 33 (1999), 278--94.
[28]
Blake Williford, Abhay Doke, Michel Pahud, Ken Hinckley, and Tracy Hammond. 2019. DrawMyPhoto: Assisting Novices in Drawing from Photographs. In Proceedings of the 2019 on Creativity and Cognition (San Diego, CA, USA) (CC'19). Association for Computing Machinery, New York, NY, USA, 198--209. https://doi.org/10.1145/3325480.3325507
[29]
Shota Yamanaka and Homei Miyashita. 2018. Paper-cutting operations using scissors in Drury's law tasks. Applied Ergonomics 69 (2018), 32 -- 39. https://doi.org/10.1016/j.apergo.2017.12.018
[30]
Stanislaw Zabramski and Wolfgang Stuerzlinger. 2012. The Effect of Shape Properties on Ad-hoc Shape Replication with Mouse, Pen, and Touch Input. In Proceeding of the 16th International Academic MindTrek Conference (Tampere, Finland) (MindTrek '12). ACM, New York, NY, USA, 275--278. https://doi.org/10.1145/2393132.2393192
[31]
Shumin Zhai, Jing Kong, and Xiangshi Ren. 2004. Speed-accuracy Tradeo in Fitts? Law Tasks: On the Equivalency of Actual and Nominal Pointing Precision. Int. J. Hum.-Comput. Stud. 61, 6 (Dec. 2004), 823--856. https://doi.org/10.1016/ j.ijhcs.2004.09.007

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  • (2022)Improve User Experience by Adjusting Draft Design through Retouching System for Paper-cutting ProductionProceedings of the 14th Conference on Creativity and Cognition10.1145/3527927.3535210(536-540)Online publication date: 20-Jun-2022
  • (2022)Retouching System to Ease Difficulty of Craft Design for Paper-CuttingCulture and Computing10.1007/978-3-031-05434-1_13(205-216)Online publication date: 26-Jun-2022

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      cover image Proceedings of the ACM on Human-Computer Interaction
      Proceedings of the ACM on Human-Computer Interaction  Volume 4, Issue ISS
      ISS
      November 2020
      488 pages
      EISSN:2573-0142
      DOI:10.1145/3433930
      Issue’s Table of Contents
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      Publication History

      Published: 04 November 2020
      Published in PACMHCI Volume 4, Issue ISS

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      Author Tags

      1. cutting
      2. flow theory
      3. human motor performance
      4. pressure
      5. steering law

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      • (2022)Improve User Experience by Adjusting Draft Design through Retouching System for Paper-cutting ProductionProceedings of the 14th Conference on Creativity and Cognition10.1145/3527927.3535210(536-540)Online publication date: 20-Jun-2022
      • (2022)Retouching System to Ease Difficulty of Craft Design for Paper-CuttingCulture and Computing10.1007/978-3-031-05434-1_13(205-216)Online publication date: 26-Jun-2022

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