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

01.11.2013

Interactive Design Recommendation Using Sensor Based Smart Wear and Weather WebBot

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

Erschienen in: Wireless Personal Communications | Ausgabe 2/2013

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

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.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
1.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat Michael, T. (1997). Machine learning. New York: McGraq-Hill. Michael, T. (1997). Machine learning. New York: McGraq-Hill.
Metadaten
Titel
Interactive Design Recommendation Using Sensor Based Smart Wear and Weather WebBot
verfasst von
Kyung-Yong Chung
Young-Joo Na
Jung-Hyun Lee
Publikationsdatum
01.11.2013
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2013
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-013-1234-5

Weitere Artikel der Ausgabe 2/2013

Wireless Personal Communications 2/2013 Zur Ausgabe

Neuer Inhalt