Modeling KANSEI Through Real World Interaction
|
|
- Donald Newton
- 3 years ago
- Views:
Transcription
1 Modeling KANSEI through Real World Interaction with Ubiquitous Information Environment Smart Store - Kazuhide HIGUCHI*, Tomohiko SAITO, Somkiat SEA-UENG, Toshiyasu KANAMORI, Hideaki SEKIHARA, Yoichi WATANABE, Kazuya HAMATANI, Toshikazu KATO *Dept. of Industrial and Systems Engineering, Chuo University , Kasuga, Bunkyo-ku, Tokyo JAPAN kaz@indsy s.chuo-u.a c.jp Abstract: It is convenient for customers to be offered the services suitable for tastes and interests of each customer in the stores. Therefore, stores need tastes and interests of each customer on goods. We call such tastes and interests KANSEI. The purpose of this study is research and development of the goods recommendation system based on KANSEI model. Our system needs to develop following functions. (1) Function for ubiquitous interaction in the real world: We need to acquire KANSEI from the customer's action in the store. Therefore, we observe customers passively and actively using cameras on the ceiling and the shelves and touch-panel displays near the shelves. The passive observation is measuring behavior without showing any information to the consumer. The active observation is measuring his reaction to information of test samples on touch-panel displays. (2) Function for modeling each customer's KANSEI: Tastes and interests of customers in stores are shown as their tracks and gaze. Therefore, to observe customers leads to creating KANSEI model. We take much time to create the KANSEI model for each customer by the questionnaires. We can also define an average KANSEI model for a set of consumers who have common profiles such as age, sex, hobbies, and so on. By adding the individual responses to the average KANSEI model, we can create the KANSEI model for individual customer with less interaction. (3) Function for recommendation of goods based on each customer's KANSEI: We recommend the goods based on the customer s KANSEI model. We built the interactive store space to provide human-friendly interaction. Using our system, we can offer the information on the goods suitable for customer's KANSEI. Key words: interaction, smart store, augmented reality interface 1. Introduction Each person has his own tastes, interests, and hobbies. This is because each person has his own subjective and intuitive judgment standards. We model KANSEI by paying attention to this judgment standard. If we model KANSEI, we can offer the service customized to each person. We model KANSEI by paying attention to this
2 judgment standard. We see KANSEI in human s behavior. We observe human s behavior because we model KANSEI. A real world interaction is an interaction from which a user's natural behavior in the real world will receive the information from the influence and the information system to an information system. We call the interface for a real world interaction real world interface. We observe human s behavior through real world interface. Our research goal is to make a real world interface and to offer the service using this in not room space but office space and shop space. We call the space that human can interact with real world interface and can be offered service Smart Sphere. In first phase, as an example of Smart Sphere, we make a real world interface for shop space, and offer the service using this. We deal a goods recommendation service of a store that uses the virtual reality interface and the KANSEI model. In store, it is convenient for each customer to be served in accordance with his KANSEI. For that purpose, stores need KANSEI model of each customer on goods. Our system gets the KANSEI through interaction and customer's behavior in the store by making the whole store into an augmented reality interface. Then, our system recommends suitable goods to a customer on demand using a got KANSEI, his former behavior and the history of his purchase. The remainder of this paper is organized as follows. Section 2 describes a real world interface. Section 3 describes the measurement technique of KANSEI. Section 4 describes the actually built smart shop. Section 5 is the conclusion of this paper. 2. Augmented Reality Interface Fig. 1 an example of real world interface Approach by Wearable Computer By being always with a person, a wearable computer recognizes the situation that he is being put, and it intends to offer useful information. We consider that the computer is reinforcing the interaction with a real world. However, this approach needs to make a human put a computer on. Therefore, this approach is not human-friendly. For example goal of Weavy[8] is to realize the smart interface that recognizes the user s situation from sensing result and their history. This is not user-friendly because user must wear the sensor on his head and arms.
3 2.2. Approach by Virtual Reality Another approach is to build the virtual space by virtual reality, and use this for interface. Virtual reality makes the real world model in a computer. Modeling the real world strictly by the computer needs a lot of calculation in real time. Virtual reality has following problems: (i) detailed modeling is difficult in respect of the amount of calculation. (ii) in respect of a device, the resolution and luminosity which can be shown are not enough. (iii) in respect of a multisensory interface, smell and tactile feeling can not show enough.therefore, a natural interaction with real world is difficult in virtual reality. For example, CABIN[7] can not show smell and tactile feeling enough Approach by Augmented Reality The other approach is to augment the real world with the virtual reality technologies by reflecting the event in computer to real world and reflecting the event in real world to computer. This approach is user-friendlier for users than that by a wearable computer because they do not need to carry computer devices with them. Since a user interacts with computers in the real world, this approach has more inherent reality than a virtual reality. Therefore, we adopted the approach by augmented reality. Then, we are developing real world interface. A real world interface is an interface to which a user's natural action in the real world makes possible the interaction which will receive the information from the influence and the information system to an information system Fig.1..This interaction is performed through a user's behavior and sense. As an research of Smart Room, there are M.Tominaga, et al[8], E.Irfan[6], and A.Pentland[2][3]. The newest technology over four areas of (i) person identification, (ii) surveillance/monitoring, (iii) a 3D method, and (iv) a smart room/perceptual user interface is described in A.Pentland[2]. Person identification by face recognition for smart environments is described in A.Pentland[3]. They observe the indoor space that assumed the living room with the camera in M.Tominaga et al[5]. Then they estimate the position of person in the room, and recognize the hand sign. They do not offer the service using person s KANSEI. They monitor not living room but whole inside the house in E.Irfan[6]. This study assumes only the house and not monitors user s situation through sensor. Using an augmented reality interface, we want to make a KANSEI model from person s environment. An augmented reality interface presumes the tendency about user s KANSEI from his behavior pattern. An augmented reality interface needs to use the presumed tendency for (a) an implicit intention of the user, (b) choose the information, and (c) control interaction. 3. Measurement Technique of KANSEI at Smart Sphere 3.1. Macro/ Mezzo/ Micro Scope We pay attention to the situation what changes with time. By focusing on a person, we classified the real world situation into (1) mental situation and (2) physical situation, about person. As a mental situation we can give (a) user s position (example: position in the building), (b) user s behavior (example: object user looks at), (c) user s pose (example: standing).
4 We need to observe from a viewpoint of macro, micro, and mezzo, because we observe these physical situation and change at that time. In macro perspective, we measure positions of all the user in real world. In micro perspective, we recognize the user s face and observe the user s behavior. In mezzo perspective, we measure position of user and change of behavior using macro measurement and micro measurement. For example, in the case of a store, it is as follows. In macro perspective, we measure positions of all the user in the store. In micro perspective, we recognize the user s face and gaze in the store. In mezzo perspective, we measure user s track using macro measurement and micro measurement Positive and Active Observation The information system that recognized the real world situation needs interaction media to interact with a user. We measure a user through cameras, speakers, lighting, and touch-panel displays as an interaction media, and show information to a user. We observe user s KANSEI actively and passively. The passive observation is measuring behavior without showing any information to the user. If person gets interested in something, he will move to it, or he will look. Therefore by observing person s position and behavior we can estimate the object that he has interested. The active observation is measuring his reaction to information of test samples. Since a user moves or gazes to the information on things interested, an information system can measure a user's interest. We need lighting, speakers, touch-panels displays, and etc. to observe actively Direct/indirect Interaction In Smart Sphere, even if a user directly touches an interface and does not operates it, he can operate it indirectly by his behavior. Therefore, a user can interact with the information system through his behavior. For example, operation whose user takes goods in his hand on the inside of a shop is equivalent to the user having answered indirectly on the touch-panel display. The difference between our system and the conventional system is to get data of how a user judged through his behavior Modeling KANSEI As a mental situation, we can give user s behavior. An augmented reality interface can observe the mental situation by measuring his reaction to information of test samples. The method for measuring a user's judgment standard is as follows. First we show the information about object through augmented realty interface. Then, if a user has interested in it, he looks or moves to it. Next, we measure whether it led to change of a user's behavior. Change of a user's behavior shows evaluation of the user to the shown information. Thus, a user's KANSEI is acquirable by measuring a user's mental situation in the real world. Moreover, we are recording a log of change of a user's behavior and the shown information. We create the model that can estimate a user's interest by analyzing this log statistically. We call this model KANSEI model. A log is recorded on at any time by a user's behavior, and a user's KANSEI
5 model is updated. In the first phase of smear sphere, we get user s KANSEI through cameras and touch-panel displays that are ubiquitously in the real world space. We observe users passively and actively through cameras and touch-panel displays. The former technique needs many questionnaires and analysis to modeling KANSEI. We used the augmented reality interface in order to build KANSEI model. 4. Application to Smart Store We develop smart store as an example of smart sphere. Smart store estimates goods suitable for each customer from past and present behavior and situation. Then smart store recommends the goods. Therefore, a system always needs to know where each customer is. As smart store, we assume the store of the type of both shop and department store. This model stores up behavior of every person's past, and the log of a situation. The information system estimates based on this history (Fig.2.).
6 Fig. 2. Flow of Smart Store System 4.1. Interaction in the Real World Smart store has cameras, touch-panel displays, lighting, and speakers as the device to interaction with customers. At the 1st phase of smart store, we use cameras and touch-panel displays for an interaction with customers. In an interaction with human the information system needs identification of individuals. In smart store, while customer look at the goods shelf we photo a front face of customer. An information system judges person who uses the store through face recognition. If each customer can
7 discriminate, his name, address, etc. do not need to be known. By identifying an individual, the information system can specify the candidate of human who is interacting with the information system now. By specifying a candidate, the information system can specify whose KANSEI model it is Recognition Situation in the Smart Store Using recognition of real world situation, we analyze the customer s behavior from a viewpoint of (a) micro perspective, (b) macro perspective, and (c) mezzo perspective. We can presume the situation that the customer is put at that time through analyzing his behavior. In the micro perspective, the information system analyses the discrimination of the customer s face and direction of face, residence time in the front of the goods shelf, and goods with interest. By distinguishing the customer, we record on a log about his behavior and situation, even if he is in anywhere. Also we understand which goods the customer has interesting from the direction of his face. The information system decides whether the customer has interested using residence time. In the macro perspective, the information system analyses all the customers behavior in the whole store. Smart store understands which goods shelf is popularity for customers through their behavior. Also the customer can understand how the other customer behaves in the store. In the mezzo perspective, the information system analyses customer s track. By combining with the discrimination of customer s face, we can track him. Also, we understand the object in which a customer has the interest and history of behavior. The information system can observe many persons at the same time and modeling their own KANSEI in our augmented reality interface. The information system recognizes the behavior and situation as a whole because the information system can observe many persons at the same time Modeling KANSEI In the first phase of smart store, in order to measure a customer's judgment standard, we showed the information on goods to the customer on the touch-panel display. Then we observed change of customer's behavior. We analyzed statistically the log of the behavior and situation, and created a customer's KANSEI model. By using a real world interface, we observe customer's behavior and situation on real time, and we record on a log. Therefore, customer's KANSEI model can be updated at any time Advantage by Using an Augmented Reality Interface In Smart Store, we could get the following advantages using a real world interface. We guess the customer s taste from his inherent behavior through an augmented reality interface in the store. The store can automatically recommend the marvelous goods that are in accordance with customer s KANSEI Experiment and Evaluation We built the Smart Store with an augmented reality interface actually and experimented. We discriminate the individual as recognition of a real world situation. We use a person s face for the
8 individual discrimination. We obtained the following experiment results from the former research [4]. In the individual discrimination, we succeeded in the discrimination of known person at 98.64% probability. It succeeded in the discrimination of first person at 89.35% probability. Therefore, we can accumulate user's data, even if he is in anywhere. As the result, a goods information system could recommend the goods in accordance with each user KANSEI. The system was able to get many users KANSEI at the same time. As the result, we can offer the goods information suitable for customer s tastes and wide goods using our mechanism. 5. Conclusion We observed behavior of users actively and passively, and get data of his behavior. By distinguishing the individual, we can accumulate the data of the user, even if he is in anywhere. The system can to recognize the real world situation. The system can get user s KANSEI through an augmented reality interface. The system can serve in accordance with user s KANSEI in real time. References [1] J.Rekimoto: A tutorial introduction to computer augmented environments, Computer Software, Vol.13, No.3, pp4-18 (in Japanese). [2] A.Pentland: Looking at People: Sensing for Ubiquitous and Wearable Computing, IEEE PAMI, Vol.22, No.1, pp [3] A Pentland, T.Choudhury: Face Recognition for Smart Environments, Computer, Vol. 33 Issue 2, pp [4] H.Sekihara: Face Recognition by Local Contrast and Distinction Analysis, Japan Society of Kansei Engineering Kansei Kobo Workgroup, 2003(in Japanese). [5] M.Tominaga et al.: Extraction of Hand and Estimation of Direction from Multiple Cameras for Hand Signed Recognition, Technical Report of IEICE (PRMU , HIP , MVE ), Vol.101, No.425, pp.1-8 (Nov.2001). [6] E.Irfan: Ubiquitous Sensing for Smart and Aware Environments: Technologies Towards the Building of an Aware Home, Position Paper for the DARPA/NSF/NIST Workshop on Smart Environments, July [7] M.Hirose, T.Ogi, S.Ishiwata and T.Yamada: "Development and Evaluation of Immersive Multiscreen Display "CABIN"", Systems and Computers in Japan,scripta Technica,Vol.30, No.1, pp.13-22, (Jan.1999). [8] T.Nishimura et al: A Cooperative Environment of Wearable and Ubiquitous System: Towards Barrier-free Information Support, Technical Report of IEICE(PRMU ), pp.61-66(2003).
Prediction of Consumers' Intension through their Behavior Observation in Ubiquitous Shop Space
ORIGINAL ARTICLES Prediction of Consumers' Intension through their Behavior Observation in Ubiquitous Shop Space Somkiat SAE-UENG, Sineenard PINYAPONG, Akihiro OGINO, Toshikazu KATO Chuo University, Science
More informationWearable Finger-Braille Interface for Navigation of Deaf-Blind in Ubiquitous Barrier-Free Space
Wearable Finger-Braille Interface for Navigation of Deaf-Blind in Ubiquitous Barrier-Free Space Michitaka Hirose Research Center for Advanced Science and Technology, The University of Tokyo 4-6-1 Komaba
More informationEffective Interface Design Using Face Detection for Augmented Reality Interaction of Smart Phone
Effective Interface Design Using Face Detection for Augmented Reality Interaction of Smart Phone Young Jae Lee Dept. of Multimedia, Jeonju University #45, Backma-Gil, Wansan-Gu,Jeonju, Jeonbul, 560-759,
More informationMobile Application Design of Augmented Reality Digital Pet
Mobile Application Design of Augmented Reality Digital Pet 1 Chi-Fu Lin, 2 Sheng-Wen Lo, 2 Pai-Shan Pa, and 1 Chiou-Shann Fuh 1 Deaprtment of Computer Science and Information Engineering, National Taiwan
More informationThe Application Method of CRM as Big Data: Focused on the Car Maintenance Industry
, pp.93-97 http://dx.doi.org/10.14257/astl.2015.84.19 The Application Method of CRM as Big Data: Focused on the Car Maintenance Industry Dae-Hyun Jung 1, Lee-Sang Jung 2 {San 30, Jangjeon-dong, Geumjeonggu,
More informationUse of Human Big Data to Help Improve Productivity in Service Businesses
Hitachi Review Vol. 6 (216), No. 2 847 Featured Articles Use of Human Big Data to Help Improve Productivity in Service Businesses Satomi Tsuji Hisanaga Omori Kenji Samejima Kazuo Yano, Dr. Eng. OVERVIEW:
More informationA method of generating free-route walk-through animation using vehicle-borne video image
A method of generating free-route walk-through animation using vehicle-borne video image Jun KUMAGAI* Ryosuke SHIBASAKI* *Graduate School of Frontier Sciences, Shibasaki lab. University of Tokyo 4-6-1
More informationCommunication Support System Between Persons with Dementia and Family Caregivers using Memories
Communication Support System Between Persons with Dementia and Family Caregivers using Memories Kazuhiro Yamasaki Graduate School of Information Science and Engineering Ritsumeikan University Shiga, Japan
More informationFujitsu s Activities for Universal Design
Fujitsu s Activities for Universal Design V Kimitaka Kato V Akihiro Iwazaki (Manuscript received October 7, 2004) The demand for universal design (UD) is growing worldwide. Particularly, in the information
More informationTraceable Physical Security Systems for a Safe and Secure Society
Hitachi Review Vol. 63 (2014), No. 5 254 Featured Articles Traceable Physical Security Systems for a Safe and Secure Society Tatsuhiko Kagehiro, Ph.D. Kenichi Yoneji Harumi Kiyomizu Yuki Watanabe, Dr.
More informationHow To Improve User Interface Design In An Ema System
Human-Centered Design in Medical Fields V Noriyoshi Ando V Naoki Nakano V Natsuko Tohyama (Manuscript received November 7, 2008) This paper introduces Fujitsu s human-centered design approaches to reduce
More informationDesign of Multi-camera Based Acts Monitoring System for Effective Remote Monitoring Control
보안공학연구논문지 (Journal of Security Engineering), 제 8권 제 3호 2011년 6월 Design of Multi-camera Based Acts Monitoring System for Effective Remote Monitoring Control Ji-Hoon Lim 1), Seoksoo Kim 2) Abstract With
More informationFramework for Biometric Enabled Unified Core Banking
Proc. of Int. Conf. on Advances in Computer Science and Application Framework for Biometric Enabled Unified Core Banking Manohar M, R Dinesh and Prabhanjan S Research Candidate, Research Supervisor, Faculty
More informationDesigning U- Texture
Software Architecture for Self-organizable Universal Boards Ryo Ohsawa 1, Naohiko Kohtake 1, Kazunori Takashio 1, and Hideyuki Tokuda 1 Graduate School of Media and Governance, Keio University 5322 Endo,
More informationPosition Estimation and Hospital Guidance Systems
Android-based Navigation System for Elderly People in Hospital Ryoji Aoki, Hiroshi Yamamoto, Katsuyuki Yamazaki Nagaoka University of Technology, 1603-1 Kamitomioka, Nagaoka, Niigata 940-2188 Japan e-mail:
More informationOpen Access Research and Design for Mobile Terminal-Based on Smart Home System
Send Orders for Reprints to reprints@benthamscience.ae The Open Automation and Control Systems Journal, 2015, 7, 479-484 479 Open Access Research and Design for Mobile Terminal-Based on Smart Home System
More informationINTERNATIONAL JOURNAL OF PURE AND APPLIED RESEARCH IN ENGINEERING AND TECHNOLOGY
INTERNATIONAL JOURNAL OF PURE AND APPLIED RESEARCH IN ENGINEERING AND TECHNOLOGY A PATH FOR HORIZING YOUR INNOVATIVE WORK OPEN SOURCE: SIXTH SENSE INTEGRATING INFORMATION WITH THE REAL WORLD MADHURI V.
More informationThe Development of School Websites Management System and Its Trials during School Field Work in a Distant Place
152 IJCSNS International Journal of Computer Science and Network Security, VOL.6 No.11, November 2006 The Development of School Websites Management System and Its Trials during School Field Work in a Distant
More informationNext Generation of Global Production Management Using Sensing and Analysis Technology
Hitachi Review Vol. 65 (2016), No. 5 47 Featured Articles Next Generation of Global Production Management Using Sensing and Analysis Technology Hideya Isaka Hiroto Nagayoshi Hiroshi Yoshikawa Toshihiro
More informationAutomatic Calibration of an In-vehicle Gaze Tracking System Using Driver s Typical Gaze Behavior
Automatic Calibration of an In-vehicle Gaze Tracking System Using Driver s Typical Gaze Behavior Kenji Yamashiro, Daisuke Deguchi, Tomokazu Takahashi,2, Ichiro Ide, Hiroshi Murase, Kazunori Higuchi 3,
More informationConcept Articulation as Chance Discovery by Shoppers
Concept Articulation as Chance Discovery by Shoppers Hiroko Shoji, Mikihiko Mori and Koichi Hori Department of Advanced Interdisciplinary Studies, Graduate School of Engineering, University of Tokyo 4-6-1
More informationEffective Use of Android Sensors Based on Visualization of Sensor Information
, pp.299-308 http://dx.doi.org/10.14257/ijmue.2015.10.9.31 Effective Use of Android Sensors Based on Visualization of Sensor Information Young Jae Lee Faculty of Smartmedia, Jeonju University, 303 Cheonjam-ro,
More informationRFID Data Analytics Methods
Internet Of Things 2010, Nov 30, 2010 A Proposal on RFID Data Analytics Methods Tetsuro Tamura, Tatsuya Inaba, Osamu Nakamura, Jiro Kokuryo, Jun Murai Auto-ID Labs Japan at Keio University Outline Background
More informationVirtual Fitting by Single-shot Body Shape Estimation
Virtual Fitting by Single-shot Body Shape Estimation Masahiro Sekine* 1 Kaoru Sugita 1 Frank Perbet 2 Björn Stenger 2 Masashi Nishiyama 1 1 Corporate Research & Development Center, Toshiba Corporation,
More informationApproach of Applying Design Technology to System Development Process: From HCD to UX Design
Approach of Applying Design Technology to System Development Process: From HCD to UX Design Hideo Zempo Toshio Ogawa It is important that the practice of Human-Centered Design (HCD) is widely understood
More informationResidential District Security Using Home Computers
XVIII IMEKO WORLD CONGRESS Metrology for a Sustainable Development September, 17 22, 2006, Rio de Janeiro, Brazil Residential District Security Using Home Computers Yusaku Fujii 1, Shigeru Kumakura 2,
More information1st International Workshop on Cognitive Infocommunications. CogInfoCom 2010. Final Program
1st International Workshop on Cognitive Infocommunications CogInfoCom 2010 Final Program Tokyo, Japan, November 28-30, 2010 1st International Workshop on Cognitive Infocommunications CogInfoCom 2010 Final
More informationData Transfer Technology to Enable Communication between Displays and Smart Devices
Data Transfer Technology to Enable Communication between Displays and Smart Devices Kensuke Kuraki Shohei Nakagata Ryuta Tanaka Taizo Anan Recently, the chance to see videos in various places has increased
More informationUbiquitous Memories: Wearable Interface for Computational Augmentation of Human Memory based on Real World Objects
Ubiquitous Memories: Wearable Interface for Computational Augmentation of Human Memory based on Real World Objects Tatsuyuki Kawamura Graduate School of Information Science, Nara Institute of Science and
More informationA New Method of Estimating Locality of Industry Cluster Regions Using Large-scale Business Transaction Data
347-Paper A New Method of Estimating Locality of Industry Cluster Regions Using Large-scale Business Transaction Data Yuki Akeyama and Yuki Akiyama and Ryosuke Shibasaki Abstract In an industry cluster
More informationM2M Service Platform to Support Carrier Cloud
Platform to support the cloud computing services of telecommunication carriers M2M Service Platform to Support Carrier Cloud KATA Kouji, NAKAYAMA Yoshitaro, SEKI Tadashi Abstract Communication carriers
More informationApplication of Tracking Technology to Access-control System
Hitachi Review Vol. 53 (2004),. 2 83 Application of Tracking Technology to Access-control System OVERVIEW: An access-control system that applies tracking technology to control the movement of people and
More informationJournal of Scientific Exploration, Vol. 11, No. 1, pp. 47-58, 1997 0892-3310/97
Journal of Scientific Exploration, Vol. 11, No. 1, pp. 47-58, 1997 0892-3310/97 48 R. D. Nelson Wishing Fig. Wishing for Good Weather 51 52 erage about Wishing for Good Weather 53 54 R. D. Nelson (4a)
More informationContext-aware Library Management System using Augmented Reality
International Journal of Electronic and Electrical Engineering. ISSN 0974-2174 Volume 7, Number 9 (2014), pp. 923-929 International Research Publication House http://www.irphouse.com Context-aware Library
More informationHuman Interfaces Supporting New Encounters with Digital Content
Hitachi Review Vol. 56 (2007), No. 1 19 Human Interfaces Supporting New Encounters with Digital Content Hiroko Sukeda Youichi Horry Yukinobu Maruyama Takeshi Hoshino OVERVIEW: Today, vast quantities of
More informationNTT DOCOMO Technical Journal. Shabette-Concier for Raku-Raku Smartphone Improvements to Voice Agent Service for Senior Users. 1.
Raku-Raku Smartphone Voice Agent UI Shabette-Concier for Raku-Raku Smartphone Improvements to Voice Agent Service for Senior Users We have created a new version of Shabette-Concier for Raku-Raku for the
More informationSocial Data Mining through Distributed Mobile Sensing: A Position Paper
Social Data Mining through Distributed Mobile Sensing: A Position Paper John Gekas, Eurobank Research, Athens, GR Abstract. In this article, we present a distributed framework for collecting and analyzing
More informationOnline Failure Prediction in Cloud Datacenters
Online Failure Prediction in Cloud Datacenters Yukihiro Watanabe Yasuhide Matsumoto Once failures occur in a cloud datacenter accommodating a large number of virtual resources, they tend to spread rapidly
More informationAchieving a Personal Cloud Environment
KAMBA Tomonari, ENDO Yukio Abstract This paper introduces NEC s challenging achievement Personal Cloud, which is a strategic vision of BIGLOBE. We are promoting the development of Cloud Device that integrates
More informationSony Releases the Transparent Lens Eyewear SmartEyeglass Developer Edition
News & Information 1-7-1 Konan, Minato-ku, Tokyo Sony Corporation No. 15-016E February 17, 2015 Sony Releases the Transparent Lens Eyewear SmartEyeglass Developer Edition - Promotes the development of
More informationA Framework of Smart Internet of Things based Cloud Computing
A Framework of Smart Internet of Things based Cloud Computing Mauricio Alejandro Gomez Morales, Aymen Abdullah Alsaffar, Seung-Jin Lee and Eui-Nam Huh Innovative Cloud and Security (ICNS) Laboratory Dept.
More informationVEHICLE TRACKING SYSTEM USING DIGITAL VCR AND ITS APPLICATION TO TRAFFIC CONFLICT ANALYSIS FOR ITS-ASSIST TRAFFIC SAFETY
VEHICLE TRACKING SYSTEM USING DIGITAL VCR AND ITS APPLICATION TO TRAFFIC CONFLICT ANALYSIS FOR ITS-ASSIST TRAFFIC SAFETY Hiroshi Wakabayashi Professor, Faculty of Urban Science, Meijo University, 4-3-3,
More informationReliable Authentication Method by Using Cellular Phones in WBT
Reliable Authentication Method by U Title Phones in WBT Author(s) Takamizawa, Hideyuki; Kaijiri, Kenj International Conference on International Conference on Citation International Conference on Issue
More informationADMETY-Me, Health Information System featuring Specified Health Check Compatibility in Support of Health Examinations for the Ageing Society
ADMETY-Me, Health Information System featuring Specified Health Check Compatibility in Support of Health Examinations for the Ageing Society ABE Tatsuya Abstract Obligation of Specified Health Checks (also
More informationConstruction of High-speed and High-reliability Optical Networks for Social Infrastructure
Hitachi Review Vol. 59 (Feb. 2010) 1 Construction of High-speed and High-reliability Optical Networks for Social Infrastructure Ryosuke Nishino Hideaki Tsushima, Dr. Eng. Eisuke Sato Shinsuke Tanaka OVERVIEW:
More informationA Survey on Management of Software Engineering in Japan
A Survey on Management of Software Engineering in Japan Yasuo Kadono, Hiroe Tsubaki, Seishiro Tsuruho Abstract the purpose of this study is to clarify the mechanism of how software engineering capabilities
More informationThe Impact of Web 2.0 on Knowledge Management
KM2.0: Business Knowledge Sharing in the Web 2.0 Age SHIMAZU Hideo, KOIKE Shinichi Abstract This paper is intended to discuss the impact of Web 2.0 on knowledge management (KM) and the future orientation
More informationA Design of DC/DC Converter of Photovoltaic Generation System for Streetcars
Journal of International Council on Electrical Engineering Vol. 3, No. 2, pp.164~168, 2013 http://dx.doi.org/10.5370/jicee.2013.3.2.164 A Design of DC/DC Converter of Photovoltaic Generation System for
More informationTECHNOLOGY ANALYSIS FOR INTERNET OF THINGS USING BIG DATA LEARNING
TECHNOLOGY ANALYSIS FOR INTERNET OF THINGS USING BIG DATA LEARNING Sunghae Jun 1 1 Professor, Department of Statistics, Cheongju University, Chungbuk, Korea Abstract The internet of things (IoT) is an
More informationDevelopment of Integrated Management System based on Mobile and Cloud service for preventing various dangerous situations
Development of Integrated Management System based on Mobile and Cloud service for preventing various dangerous situations Ryu HyunKi, Moon ChangSoo, Yeo ChangSub, and Lee HaengSuk Abstract In this paper,
More informationJune Zhang (Zhong-Ju Zhang)
(Zhong-Ju Zhang) Carnegie Mellon University Dept. Electrical and Computer Engineering, 5000 Forbes Ave. Pittsburgh, PA 15213 Phone: 678-899-2492 E-Mail: junez@andrew.cmu.edu http://users.ece.cmu.edu/~junez
More informationTowards a Transparent Proactive User Interface for a Shopping Assistant
Towards a Transparent Proactive User Interface for a Shopping Assistant Michael Schneider Department of Computer Science, Saarland University, Stuhlsatzenhausweg, Bau 36.1, 66123 Saarbrücken, Germany mschneid@cs.uni-sb.de
More informationProgramming An Intelligent Watch
Programming An Intelligent Watch Zhao Haozhi 3035028556 2015.10.2 1 Table of Content 1 Summary... 3 2 Introduction... 3 3 Objectives... 4 4 Literature Review... 4 5 Scope... 5 6 Methodology... 5 7 Feasibility...
More informationMotorola Mobile Workforce Management Software. A framework for Intelligent and automated real-time task management
Motorola Mobile Workforce Management Software A framework for Intelligent and automated real-time task management Keep your workforce, one of the largest costs of doing business, focused and productive
More informationAn AR-based Wiring Practice for PLC Training
Journal of International Council on Electrical Engineering Vol. 1, No. 4, pp. 425~429, 2011 425 Ji-O Lee* and Yoon Sang Kim Abstract With rapid developments in the manufacturing industry, there has been
More informationSTORE VIEW: Pervasive RFID & Indoor Navigation based Retail Inventory Management
STORE VIEW: Pervasive RFID & Indoor Navigation based Retail Inventory Management Anna Carreras Tànger, 122-140. anna.carrerasc@upf.edu Marc Morenza-Cinos Barcelona, SPAIN marc.morenza@upf.edu Rafael Pous
More informationMulti-agent System Learning Support Software with Fighting Games
, pp.13-22 http://dx.doi.org/10.14257/ijeic.2014.5.5.02 Multi-agent System Learning Support Software with Fighting Games Keitarou Busaki, Yasue Iijima and Susumu Konno Department of Electrical, Electronics
More informationFUTURE AGENDA FOR THE SERVICE DESIGN METHODOLOGY
FUTURE AGENDA FOR THE SERVICE DESIGN METHODOLOGY Akira Kondo 1, Naoko Kondo 2, Toshiharu Taura 3, Yukari Nagai 4 1JAIST-Tokyo MOT, Graduate School of Knowledge Science, Japan Advanced Institute of Science
More informationA Noble Integrated Management System based on Mobile and Cloud service for preventing various hazards
, pp.166-171 http://dx.doi.org/10.14257/astl.205.98.42 A Noble Integrated Management System based on Mobile and Cloud service for preventing various hazards Yeo ChangSub 1, Ryu HyunKi 1 and Lee HaengSuk
More informationDrawing Accurate Ground Plans from Laser Scan Data
Drawing Accurate Ground Plans from Laser Scan Data Kevin Cain Institute for the Study and Integration of Graphical Heritage Techniques (INSIGHT) Abstract. In addition to the kinds of standard documentation
More informationDevice-based Secure Data Management Scheme in a Smart Home
Int'l Conf. Security and Management SAM'15 231 Device-based Secure Data Management Scheme in a Smart Home Ho-Seok Ryu 1, and Jin Kwak 2 1 ISAA Lab., Department of Computer Engineering, Ajou University,
More informationBig Data Collection and Utilization for Operational Support of Smarter Social Infrastructure
Hitachi Review Vol. 63 (2014), No. 1 18 Big Data Collection and Utilization for Operational Support of Smarter Social Infrastructure Kazuaki Iwamura Hideki Tonooka Yoshihiro Mizuno Yuichi Mashita OVERVIEW:
More informationParadigm Shift in Industrial Structure amid IoT
April 21, 2015 MEMS Engineer Forum 2015 Paradigm Shift in Industrial Structure amid IoT IoTにおける 産 業 構 造 のパラダイムシフト For Discussion Purposes Only Development Bank of Japan Inc. Mai Ota Planning & Research
More informationIntegrating Field Research, Problem Solving, and Design with Education for Enhanced Realization
Integrating Field Research, Problem Solving, and Design with Education for Enhanced Realization Mohamed El-Sayed Kettering University Mechanical Engineering Flint, MI, 48504 USA and Jacqueline El-Sayed
More informationApplication of Mobile Communication Service to Enterprise Market - Now and Future -
B-Mobile(1) Application of Mobile Communication Service to Enterprise Market - Now and Future - Yutaka Yasuda, Dr.,Eng. Vice President and General Manager of Core Technology Sector KDDI Corporation 1 (M
More informationPersonalized User Journeys. By Kevin Jackson Global Sales Director Gravity R&D 12/15/14
Personalized User Journeys By Kevin Jackson Global Sales Director Gravity R&D 12/15/14 Table of Contents Omnichannel and Retail 2.0... 3 Moments of Truth (MOTs)... 4 ibeacons, MOTs, and Big Data... 5 Personalized
More informationhave more skill and perform more complex
Speech Recognition Smartphone UI Speech Recognition Technology and Applications for Improving Terminal Functionality and Service Usability User interfaces that utilize voice input on compact devices such
More informationImplementation of Augmented Reality System for Smartphone Advertisements
, pp.385-392 http://dx.doi.org/10.14257/ijmue.2014.9.2.39 Implementation of Augmented Reality System for Smartphone Advertisements Young-geun Kim and Won-jung Kim Department of Computer Science Sunchon
More informationFig.1 Electoronic whiteboard and programming education system
Programming Education on an Electronic Whiteboard Using Pen Interfaces Taro Ohara, Naoki Kato, Masaki Nakagawa Dept. of Computer Science, Tokyo Univ. of Agri. & Tech. Naka-cho 2-24-16, Koganei, Tokyo,
More informationService Middleware for Performing and Optimizing On-site Work
Service Middleware for Performing and Optimizing On-site Work V Tsuneo Katsuyama V Youji Kohda (Manuscript received April 20, 2007) The growing importance of services is placing greater emphasis on company
More informationRelationship Analysis between User s Contexts and Real Input Words through Twitter
Relationship Analysis between User s Contexts and Real Input Words through Twitter Yutaka Arakawa, Shigeaki Tagashira and Akira Fukuda Graduate School of Information Science and Electrical Engineering,
More informationWebGL based E-Learning Platform on Computer Graphics
, pp.22-26 http://dx.doi.org/10.14257/astl.2015.103.05 WebGL based E-Learning Platform on Computer Graphics Hae-Gul Pyun, Haeong-A An, Jinho Park, Global School of Media, Soongsil University, Seoul, 156-743,
More informationCARDA: Content Management Systems for Augmented Reality with Dynamic Annotation
, pp.62-67 http://dx.doi.org/10.14257/astl.2015.90.14 CARDA: Content Management Systems for Augmented Reality with Dynamic Annotation Byeong Jeong Kim 1 and Seop Hyeong Park 1 1 Department of Electronic
More informationArchitectural Concept of Henna Hotel
Architectural Concept of Henna Hotel The Institute of Industrial Science The University of Tokyo Kawazoe, Yashiro, Magori Labs. Ⅰ:The Comfort without Air Conditioners 1) Eradiation (Radiation) Instead
More informationFujitsu Big Data Software Use Cases
Fujitsu Big Data Software Use s Using Big Data Opens the Door to New Business Areas The use of Big Data is needed in order to discover trends and predictions, hidden in data generated over the course of
More informationAugmented Reality Application for Live Transform over Cloud
International Journal of Research in Information Technology (IJRIT) www.ijrit.com ISSN 2001-5569 Augmented Reality Application for Live Transform over Cloud Mr. Udaykumar N Tippa 1 Dr. Sujata Terdal 2
More informationShort-term Forecast for Photovoltaic Power Generation with Correlation of Solar Power Irradiance of Multi Points
Short-term Forecast for Photovoltaic Power Generation with Correlation of Solar Power Irradiance of Multi Points HIROAKI KOBAYASHI Polytechnic University / Kogakuin University 2-32-1 Ogawanishi-machi,
More informationTWX-21 Business System Cloud for Global Corporations
TWX-21 Business System Cloud for Global Corporations 8 TWX-21 Business System Cloud for Global Corporations Hidenori Kiuchi Yasuyuki Suzuki Sho Obayashi Manabu Naganuma Seiichiro Hayashi Taku Tozawa OVERVIEW:
More informationSMARTPHONE INNOVATION
SMARTPHONE INNOVATION - the best is yet to come Jeffrey Ju Senior Vice President and General Manager Wireless Communication, MediaTek This is where it began... 1984 Released in 1984, the Motorola DynaTAC
More informationChallenges in Android Application Development: A Case Study
Available Online at www.ijcsmc.com International Journal of Computer Science and Mobile Computing A Monthly Journal of Computer Science and Information Technology IJCSMC, Vol. 4, Issue. 5, May 2015, pg.294
More informationToward Secure Distribution of Electronic Health Records: Quantitative feasibility study on secure E-mail systems for sharing patient records
J Med Dent Sci 2005; 52: 229 236 Original Article Toward Secure Distribution of Electronic Health Records: Quantitative feasibility study on secure E-mail systems for sharing patient records Yuichiro Gomi
More informationDepartment of Electronics Engineering, Associate Professor, Tatysaheb kore Istitute of Engineering and Technology,Warnanagar, India
IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY WIRELESS HEALTHCARE APPLICATION DEVELOPMENT FOR SITTING POSTURE MONITORING Paymal Sneha B.*, Prof.A.S.Mali *Department of Electronics
More informationQ & A: New Online Banking System
GENERAL QUESTIONS Q & A: New Online Banking System Q: Why is UICCU upgrading to a new system? A: Our current contract expires this year, so we began researching other opportunities in the market last year.
More informationNetwork Sensing Network Monitoring and Diagnosis Technologies
Network Sensing Network Monitoring and Diagnosis Technologies Masanobu Morinaga Yuji Nomura Takeshi Otani Motoyuki Kawaba (Manuscript received April 7, 2009) Problems that occur in the information and
More informationARM 9 BASED REAL TIME CONTROL AND VEHICLE THEFT IDENTITY SYSTEM
ARM 9 BASED REAL TIME CONTROL AND VEHICLE THEFT IDENTITY SYSTEM Ms. Radhika D. Rathi 1, Assistant Prof. Ashish Mulajkar 2, Assistant Prof. S. S. Badhe 3 1 Student, E&TCDepartment, Dr.D.Y.Patil School of
More informationDevelopment of Knowledge Management System for Broadening English Reading Skill on Mobile Phone
Development of Knowledge Management System for Broadening English Reading Skill on Mobile Phone Pensri Srisawat Institute of Physical Education Suphanburi Campus, Suphanburi, Thailand srisawatt.ps@gmail.com
More informationUbi-Finger: Gesture Input Device for Mobile Use
Ubi-Finger: Gesture Input Device for Mobile Use Koji Tsukada a and Michiaki Yasumura b a Keio University Graduate School of Media and Governance, 5322 Endo Fujisawa, Kanagawa 252-8520, Japan b Keio University
More informationDevelopment of Integrated Management System based on Mobile and Cloud Service for Preventing Various Hazards
, pp. 143-150 http://dx.doi.org/10.14257/ijseia.2015.9.7.15 Development of Integrated Management System based on Mobile and Cloud Service for Preventing Various Hazards Ryu HyunKi 1, Yeo ChangSub 1, Jeonghyun
More informationThree Key Factors that Influence EDA in Observational Studies of Occupational Therapy
Three Key Factors that Influence EDA in Observational Studies of Occupational Therapy Elliott Hedman 1, Rosalind Picard 1,Lucy Jane Miller 2, and Matthew Goodwin 1 1. Media Lab, MIT, Cambridge, Massachusetts
More informationChild Psychology and Education with Technology
International Journal of Education and Information Studies. ISSN 2277-3169 Volume 4, Number 1 (2014), pp. 41-45 Research India Publications http://www.ripublication.com Child Psychology and Education with
More informationA Study on M2M-based AR Multiple Objects Loading Technology using PPHT
A Study on M2M-based AR Multiple Objects Loading Technology using PPHT Sungmo Jung, Seoksoo Kim * Department of Multimedia Hannam University 133, Ojeong-dong, Daedeok-gu, Daejeon-city Korea sungmoj@gmail.com,
More informationMouse Control using a Web Camera based on Colour Detection
Mouse Control using a Web Camera based on Colour Detection Abhik Banerjee 1, Abhirup Ghosh 2, Koustuvmoni Bharadwaj 3, Hemanta Saikia 4 1, 2, 3, 4 Department of Electronics & Communication Engineering,
More informationBiometric Authentication Platform for a Safe, Secure, and Convenient Society
472 Hitachi Review Vol. 64 (2015), No. 8 Featured Articles Platform for a Safe, Secure, and Convenient Society Public s Infrastructure Yosuke Kaga Yusuke Matsuda Kenta Takahashi, Ph.D. Akio Nagasaka, Ph.D.
More informationMobile Technology and Meetings: From Event Apps to Wearable Tech Jessica L. Levin, MBA, CMP, CAE
Mobile Technology and Meetings: From Event Apps to Wearable Tech Jessica L. Levin, MBA, CMP, CAE @Jessicalevin Connecting People. Embracing Technology 1 Event Technology Trends Mobile Apps For Events Consolidation
More informationRealization of Next-generation ICT Infrastructure with UnifIDone Campus Cloud
Realization of Next-generation ICT Infrastructure with UnifIDone Campus Cloud Keita Hatase Takahiro Totani These days, the information and communications technology (ICT) environments in universities such
More informationLimitation of Super Resolution Image Reconstruction for Video
2013 Fifth International Conference on Computational Intelligence, Communication Systems and Networks Limitation of Super Resolution Image Reconstruction for Video Seiichi Gohshi Kogakuin University Tokyo,
More informationFuture Directions for Internet of Things Work
Future Directions for Internet of Things Work Naming Architecture for Object to Object Communications 77 th IETF Anaheim, March 2010 Gyu Myoung Lee (gmlee@it-sudparis.eu)
More informationResearch into a Visualization Analysis of Bigdata for the Decision Making of a Tourism Policy
, pp.42-46 http://dx.doi.org/10.14257/astl.2016.129.09 Research into a Visualization Analysis of Bigdata for the Decision Making of a Tourism Policy Sungwook Yoon, Jeonghyun Lee, Hyenki Kim * Dept. of
More informationTudumi: Information Visualization System for Monitoring and Auditing Computer Logs
Tudumi: Information Visualization System for Monitoring and Auditing Computer Logs Tetsuji Takada Satellite Venture Business Lab. University of Electro-Communications zetaka@computer.org Hideki Koike Graduate
More informationFUJITSU Education Solution K-12 School Business Support Services for Elementary and Junior High Schools
FUJITSU Education Solution K-12 School Business Support Services for Elementary and Junior High Schools Toru Toguchi Under the measures and policies of the Ministry of Education, Culture, Sports, Science
More information