Skip to main content
Top
Published in: Wireless Personal Communications 2/2013

01-11-2013

Interactive Design Recommendation Using Sensor Based Smart Wear and Weather WebBot

Authors: Kyung-Yong Chung, Young-Joo Na, Jung-Hyun Lee

Published in: Wireless Personal Communications | Issue 2/2013

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Analysis of a customer’s sensibility preferences is an important strategy in a market that is becoming increasingly more customer-oriented. In this paper, the interactive design recommendation using the sensor based smart wear and the weather WebBot (DRS-WB) is proposed. The proposed method is increasing the efficiency of merchandising for human-oriented sensibility product designs. Development of the DRS-WB included a user interface and collaborative filtering of textile and fashion designs to satisfy the user’s needs. Collaborative filtering is used to recommend designs of interest for users based on predictive relationships discovered between the current user and other previous users. Current weather information is simultaneously acquired from the sensor based smart wear and the weather WebBot. The sensor based smart wear is fabricated as a way of non-tight and comfortable style fitting for the curves of the human body based on clothes to wear in daily life. The design sample of the smart wear uses basic stretch materials and is designed to sustain its wearable property. The weather WebBot uses a database of weather forecast information extracted from the Web pages and RSS (Really Simple Syndication) feed of the Korea Meteorological Administration and collects information from the various links off the main URL. Information is stored in a database using XML query for collecting effective weather data and processed as a form of XML through extracting and exchanging the information. These signals are then transmitted to the connected DRS-WB. This information can be easily monitored in real time. Textile designs and fashion designs were incorporated into the survey. Pictures of fashion design details such as collar type, sleeve type, skirt type, skirt length, and color tone were evaluated in terms of sensibility. Finally, this paper suggests empirical applications to verify the adequacy and validity of this system.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Na, Y. J., & Cho, G. S. (2003). Variations of sensibility to fabric frictional sound by fiber type and subject. Journal of Textile Research, 73(9), 837–842.CrossRef Na, Y. J., & Cho, G. S. (2003). Variations of sensibility to fabric frictional sound by fiber type and subject. Journal of Textile Research, 73(9), 837–842.CrossRef
2.
go back to reference Shinohara, A., Shimizu, Y., & Sakamoto, K. (1996). Introduction to Kansei Engineering (pp. 45–69). Kyoto: Kumbuk Pub. Shinohara, A., Shimizu, Y., & Sakamoto, K. (1996). Introduction to Kansei Engineering (pp. 45–69). Kyoto: Kumbuk Pub.
3.
go back to reference Kwan, O. K., Na, Y. J., & Kim, H. E. (2000). Fashion & sensibility science. Seoul: Kyomunsa. Kwan, O. K., Na, Y. J., & Kim, H. E. (2000). Fashion & sensibility science. Seoul: Kyomunsa.
5.
go back to reference Kohrs, A., & Merialdo, B. (2001). Creating user-adapted websites by the use of collaborative filtering. Journal of Interacting with Computers, 13(6), 695–716.CrossRef Kohrs, A., & Merialdo, B. (2001). Creating user-adapted websites by the use of collaborative filtering. Journal of Interacting with Computers, 13(6), 695–716.CrossRef
6.
go back to reference Jung, K. Y., & Na, Y. J. (2005). Effects of design detail types of ladies wear in sensibility & emotion. Journal of Korean Society for Clothing Industry, 7(2), 162–168. Jung, K. Y., & Na, Y. J. (2005). Effects of design detail types of ladies wear in sensibility & emotion. Journal of Korean Society for Clothing Industry, 7(2), 162–168.
7.
go back to reference Kim, J. H., & Chung, K. Y. (2013). Ontology-based healthcare context information model to implement ubiquitous environment. Multimedia Tools and Applications. doi: 10.1007/s11042-011-0919-6. Kim, J. H., & Chung, K. Y. (2013). Ontology-based healthcare context information model to implement ubiquitous environment. Multimedia Tools and Applications. doi: 10.​1007/​s11042-011-0919-6.
8.
go back to reference Song, C. W., Lee, D., Chung, K. Y., Rim, K. W., & Lee, J. H. (2013). Interactive middleware architecture for lifelog based context awareness. Multimedia Tools and Applications. doi: 10.1007/s11042-013-1362-7. Song, C. W., Lee, D., Chung, K. Y., Rim, K. W., & Lee, J. H. (2013). Interactive middleware architecture for lifelog based context awareness. Multimedia Tools and Applications. doi: 10.​1007/​s11042-013-1362-7.
9.
go back to reference Lee, K. D., Nam, M. Y., Chung, K. Y., Lee, Y. H., & Kang, U. G. (2013). Context and profile based cascade classifier for efficient people detection and safety care system. Multimedia Tools and Applications, 63(1), 27–44.CrossRef Lee, K. D., Nam, M. Y., Chung, K. Y., Lee, Y. H., & Kang, U. G. (2013). Context and profile based cascade classifier for efficient people detection and safety care system. Multimedia Tools and Applications, 63(1), 27–44.CrossRef
10.
go back to reference Jung, K. Y., & Lee, J. H. (2004). User preference mining through hybrid collaborative filtering and content-based filtering in recommendation system. IEICE Transaction on Information and Systems, E87–D(12), 2781–2790. Jung, K. Y., & Lee, J. H. (2004). User preference mining through hybrid collaborative filtering and content-based filtering in recommendation system. IEICE Transaction on Information and Systems, E87–D(12), 2781–2790.
11.
go back to reference Jung, K. Y., & Na, Y. J. (2004). Developing textile design recommendation system according to customer’s sensibility. Journal of the Textile Institute, 94(1–6), 207–216.CrossRef Jung, K. Y., & Na, Y. J. (2004). Developing textile design recommendation system according to customer’s sensibility. Journal of the Textile Institute, 94(1–6), 207–216.CrossRef
12.
go back to reference Na, Y. J. (2009). Fashion design styles recommended by consumers’ sensibility and emotion. Journal of Human Factors and Ergonomics in Manufacturing, 19(2), 158–167.CrossRef Na, Y. J. (2009). Fashion design styles recommended by consumers’ sensibility and emotion. Journal of Human Factors and Ergonomics in Manufacturing, 19(2), 158–167.CrossRef
13.
go back to reference Jung, K. Y., Lee, Y. H., & Ryu, J. K. (2011). Health information monitoring system using context sensors based band. Journal of the Korea Contents Association, 11(8), 14–22.CrossRef Jung, K. Y., Lee, Y. H., & Ryu, J. K. (2011). Health information monitoring system using context sensors based band. Journal of the Korea Contents Association, 11(8), 14–22.CrossRef
14.
go back to reference Song, C. W., Chung, K. Y., Jung, J. J., Rim, K. W., & Lee, J. H. (2011). Localized approximation method using inertial compensation in WSNs. Information—An International Interdisciplinary Journal, 14(11), 3591–3600. Song, C. W., Chung, K. Y., Jung, J. J., Rim, K. W., & Lee, J. H. (2011). Localized approximation method using inertial compensation in WSNs. Information—An International Interdisciplinary Journal, 14(11), 3591–3600.
15.
go back to reference Jung, Y. G., Han, M. S., Chung, K. Y., & Lee, S. J. (2011). A study of a valid frequency range using correlation analysis of throat signal. Information-An International Interdisciplinary Journal, 14(11), 3791–3799. Jung, Y. G., Han, M. S., Chung, K. Y., & Lee, S. J. (2011). A study of a valid frequency range using correlation analysis of throat signal. Information-An International Interdisciplinary Journal, 14(11), 3791–3799.
16.
go back to reference Chung, K. Y. (2011). Sensibility ergonomics fashion recommendation system using weather WebBot. In Proceedings of the international conference on information science and applications (pp. 712–717). IEEE Computer Society. Chung, K. Y. (2011). Sensibility ergonomics fashion recommendation system using weather WebBot. In Proceedings of the international conference on information science and applications (pp. 712–717). IEEE Computer Society.
17.
go back to reference Kim, J. H., Kim, J. K., Lee, D., & Chung, K. Y. (2012). Ontology driven interactive healthcare with wearable sensors. Multimedia Tools and Applications. doi: 10.1007/s11042-012-1195-9. Kim, J. H., Kim, J. K., Lee, D., & Chung, K. Y. (2012). Ontology driven interactive healthcare with wearable sensors. Multimedia Tools and Applications. doi: 10.​1007/​s11042-012-1195-9.
18.
go back to reference Wang, J., de Vries, A. P., & Reinders, M. J. T. (2006). A user-item relevance model for log-based collaborative filtering. In Proceedings of European conference on information retrieval (pp. 37–48). Wang, J., de Vries, A. P., & Reinders, M. J. T. (2006). A user-item relevance model for log-based collaborative filtering. In Proceedings of European conference on information retrieval (pp. 37–48).
19.
20.
go back to reference Jang, S. E., Cho, J. Y., Jeong, K. S., & Cho, G. S. (2007). Exploring possibilities of ECG electrodes for bio-monitoring smartwear with Cu sputtered fabrics. Journal of Human-Computer Interaction, 4551, 1130–1137. Jang, S. E., Cho, J. Y., Jeong, K. S., & Cho, G. S. (2007). Exploring possibilities of ECG electrodes for bio-monitoring smartwear with Cu sputtered fabrics. Journal of Human-Computer Interaction, 4551, 1130–1137.
21.
go back to reference Kim, S. H., & Chung, K. Y. (2013). 3D Simulator for stability analysis of finite slope causing plane activity. Multimedia Tools and Applications. doi: 10.1007/s11042-013-1356-5. Kim, S. H., & Chung, K. Y. (2013). 3D Simulator for stability analysis of finite slope causing plane activity. Multimedia Tools and Applications. doi: 10.​1007/​s11042-013-1356-5.
23.
go back to reference Melville, P., Mooney, R. J., & Nagarajan, R. (2002). Content-boosted collaborative filtering for improved recommendations. In Proceedings of national conference on, artificial intelligence (pp. 187–192). Melville, P., Mooney, R. J., & Nagarajan, R. (2002). Content-boosted collaborative filtering for improved recommendations. In Proceedings of national conference on, artificial intelligence (pp. 187–192).
24.
go back to reference Herlocker, J. L., Konstan, J. A., Terveen, L. G., & Riedl, J. T. (2004). Evaluating collaborative filtering recommender systems. Journal of ACM Transactions on Information Systems, 22(1), 5–53.CrossRef Herlocker, J. L., Konstan, J. A., Terveen, L. G., & Riedl, J. T. (2004). Evaluating collaborative filtering recommender systems. Journal of ACM Transactions on Information Systems, 22(1), 5–53.CrossRef
25.
go back to reference Kim, T. H., & Yang, S. B. (2005). An effective recommendation algorithm for clustering-based recommender systems. Journal of Advances in Artificial Intelligence, 3809, 1150–1153.MathSciNet Kim, T. H., & Yang, S. B. (2005). An effective recommendation algorithm for clustering-based recommender systems. Journal of Advances in Artificial Intelligence, 3809, 1150–1153.MathSciNet
26.
go back to reference Kim, H. N., Jia, A. T., Haa, I. A., & Joa, G. S. (2010). Collaborative filtering based on collaborative tagging for enhancing the quality of recommendation. Journal of Electronic Commerce Research and Applications, 9(1), 73–83.CrossRef Kim, H. N., Jia, A. T., Haa, I. A., & Joa, G. S. (2010). Collaborative filtering based on collaborative tagging for enhancing the quality of recommendation. Journal of Electronic Commerce Research and Applications, 9(1), 73–83.CrossRef
27.
go back to reference Jalali, M., Mustapha, N., Sulaiman, M. D. N., & Mamat, A. (2010). WebPUM: A web-based recommendation system to predict user future movements. Journal of Expert Systems with Applications, 37(9), 6201–6212.CrossRef Jalali, M., Mustapha, N., Sulaiman, M. D. N., & Mamat, A. (2010). WebPUM: A web-based recommendation system to predict user future movements. Journal of Expert Systems with Applications, 37(9), 6201–6212.CrossRef
29.
go back to reference Behrens, R. (2000). A grammar based model for XML schema integration. In Proceedings of the British national conference on databases (pp. 172–190). Behrens, R. (2000). A grammar based model for XML schema integration. In Proceedings of the British national conference on databases (pp. 172–190).
30.
go back to reference Kim, J. H., Lee, D., & Chung, K. Y. (2013). Item recommendation based on context-aware model for personalized u-healthcare service. Multimedia Tools and Applications. doi: 10.1007/s11042-011-0920-0. Kim, J. H., Lee, D., & Chung, K. Y. (2013). Item recommendation based on context-aware model for personalized u-healthcare service. Multimedia Tools and Applications. doi: 10.​1007/​s11042-011-0920-0.
31.
go back to reference Bertino, E., & Ferrari, E. (2002). Secure and selective dissemination of XML documents. Journal of ACM Transactions on Information and System Security, 5(3), 290–331.CrossRef Bertino, E., & Ferrari, E. (2002). Secure and selective dissemination of XML documents. Journal of ACM Transactions on Information and System Security, 5(3), 290–331.CrossRef
32.
go back to reference Michael, T. (1997). Machine learning. New York: McGraq-Hill. Michael, T. (1997). Machine learning. New York: McGraq-Hill.
Metadata
Title
Interactive Design Recommendation Using Sensor Based Smart Wear and Weather WebBot
Authors
Kyung-Yong Chung
Young-Joo Na
Jung-Hyun Lee
Publication date
01-11-2013
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 2/2013
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-013-1234-5

Other articles of this Issue 2/2013

Wireless Personal Communications 2/2013 Go to the issue