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id caadria2018_237
authors Yi, Taeha, Lee, Injung, Lee, Chae-Seok, Lee, Gi Bbeum, Kim, Meereh and Lee, Ji-Hyun
year 2018
title Interactive Data Acquisition for CBR System Based Smart Home Assistant - Utilizing Function-Behavior-Structure Framework
doi https://doi.org/10.52842/conf.caadria.2018.2.525
source T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 525-534
summary This research aims to develop a Case-Based Reasoning (CBR) system that recommends services to users in IoT environment. To develop this system, we establish a framework that designs raw data into analyzable information using Function-Behavior-Structure properties. Also, we develop an interactive flow of data acquisition that builds up cases gradually by gathering data through conversational interactions between the system and its user. This research develop a prototype of this system based on simulated cases. Finally, the prototype of this system was evaluated by experts in the field of system design to verify how the service (solution) recommended by system is similar with them. The results of this evaluation showed an agreement of average 54%, but found that there was a big difference from the experts in the specific context. This result implies that it is necessary to improve the context awareness in the reasoning process of this system.
keywords Case Based Reasoning; Function-Behavior-Structure framework; Service recommendation; IoT environment; Conversation
series CAADRIA
email
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100%; open Adomavicius, GA and Tuzhilin, AT (2011) Find in CUMINCAD Context-aware recommender systems , Ricci, FR, Rokach, LR, Shapira, BS and Kantor, PBK (eds), Recommender systems handbook, Springer, pp. 217-253

100%; open Brézillon, PB and Pomerol, JCP (1999) Find in CUMINCAD Contextual knowledge and proceduralized context , Proceedings of the AAAI-99 Workshop on Modeling Context in AI Applications

100%; open Cowan, CBR, Pantidi, PN, Coyle, CD, Morrissey, MK, Clarke, CP, Al-Shehri, ASS and Bandeira, BN (2017) Find in CUMINCAD What can i help you with?: infrequent users , Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services, p. 43

100%; open Gero, JSG and Kannengiesser, UK (2004) Find in CUMINCAD The situated function-behavior-structure framework , Design studies, 25(4), pp. 373-391

100%; open Guessoum, DG, Miraoui, MM and Tadj, CT (2017) Find in CUMINCAD Contextual Case-Based Reasoning Applied to a Mobile Device , International Journal of Pervasive Computing and Communications, 13(3), pp. 282-299

100%; open Herlocker, JLH and Konstan, JAK (2001) Find in CUMINCAD Content-independent task-focused recommendation , IEEE Internet Computing, 5(6), pp. 40-47

100%; open Kofod-Petersen, AK and Aamodt, AA (2009) Find in CUMINCAD Case-based reasoning for situation-aware ambient intelligence: A hospital ward evaluation study , International Conference on Case-Based Reasoning, pp. 450-464

100%; open Kolodner, JK (1993) Find in CUMINCAD Case-Based Reasoning , Morgan Kaufmann

100%; open Leake, DBL (1996) Find in CUMINCAD CBR in context: The present and future , Leake, DBL (eds), Case-Based Reasoning, Experiences, Lessons & Future Directions, AAAI, pp. 1-30

100%; open Lee, BL, Kwon, OK, Lee, IL and Kim, JK (2017) Find in CUMINCAD Companionship with smart home devices: The impact of social connectedness and interaction types on perceived social support and companionship in smart homes , Computers in Human Behavior, 75, pp. 922-934

100%; open Lee, IL, Yi, TY, Rhim, JR, Narangerel, AN, Karaji, DSK and Lee, JHL (2017) Find in CUMINCAD Case Representation of Daily Routine Data Through the Function Behavior Structure (FBS) Framework , Proceedings of International Conference on Human-Computer Interaction 2017, Vancouver, pp. 382-389

100%; open Nicklas, DN, Grossmann, MG, Mínguez, JM and Wieland, MW (2008) Find in CUMINCAD Adding high-level reasoning to efficient low-level context management: A hybrid approach , Pervasive Computing and Communications, 2008, pp. 447-452

100%; open Richter, MMR and Weber, ROW (2013) Find in CUMINCAD Case-Based Reasoning , Springer

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