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REFERENCE LINKING PLATFORM OF KOREA S&T JOURNALS
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The KIPS Transactions:PartD
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Korea Information Processing Society
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Volume & Issues
Volume 18D, Issue 6 - Dec 2011
Volume 18D, Issue 5 - Oct 2011
Volume 18D, Issue 4 - Aug 2011
Volume 18D, Issue 3 - Jun 2011
Volume 18D, Issue 2 - Apr 2011
Volume 18D, Issue 1 - Feb 2011
Selecting the target year
The Development of Temporal Mining Technique Considering the Event Change of State in U-Health
Kim, Jae-In ; Kim, Dae-In ; Hwang, Bu-Hyun ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 215~224
DOI : 10.3745/KIPSTD.2011.18D.4.215
U-Health collects patient information with various kinds of sensor. Stream data can be summarized as an interval event which has aninterval between start-time-point and end-time-point. Most of temporal mining techniques consider only the event occurrence-time-point and ignore stream data change of state. In this paper, we propose the temporal mining technique considering the event change of state in U-Health. Our method overcomes the restrictions of the environment by sending a significant event in U-Health from sensors to a server. We define four event states of stream data and perform the temporal data mining considered the event change of state. Finally, we can remove an ambiguity of discovered rules by describing cause-and-effect relations among events in temporal relation sequences.
Design of the Flexible Buffer Node Technique to Adjust the Insertion/Search Cost in Historical Index
Jung, Young-Jin ; Ahn, Bu-Young ; Lee, Yang-Koo ; Lee, Dong-Gyu ; Ryu, Keun-Ho ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 225~236
DOI : 10.3745/KIPSTD.2011.18D.4.225
Various applications of LBS (Location Based Services) are being developed to provide the customized service depending on user`s location with progress of wireless communication technology and miniaturization of personalized device. To effectively process an amount of vehicles` location data, LBS requires the techniques such as vehicle observation, data communication, data insertion and search, and user query processing. In this paper, we propose the historical location index, GIP-FB (Group Insertion tree with Flexible Buffer Node) and the flexible buffer node technique to adjust the cost of data insertion and search. the designed GIP+ based index employs the buffer node and the projection storage to cut the cost of insertion and search. Besides, it adjusts the cost of insertion and search by changing the number of line segments of the buffer node with user defined time interval. In the experiment, the buffer node size influences the performance of GIP-FB by changing the number of non-leaf node of the index. the proposed flexible buffer node is used to adjust the performance of the historical location index depending on the applications of LBS.
Expansion of Opinion Mining based on Entity Association Network Model
Kim, Keun-Hyung ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 237~244
DOI : 10.3745/KIPSTD.2011.18D.4.237
Opinion Mining summarizes with classifying sensitive opinions of customers in huge online customer reviews for the attributes of products or services by positive and negative opinions. Because the customers represent their interests through subjective opinions as well as objective facts, the existing opinion mining techniques, which can analyze just the sensitive opinions, need to be expanded.. In this paper, We propose the novel entity association network model which expands the existing opinion mining techniques. The entity association model can not only represent positive and negative degree of the sensitive opinions, but also can represent the degree of the associations and relative importances between entities. We designed and implemented the customer reviews analysis system based on the entity association network model. We recognized that the system can represent more abundant information than the existing opinion mining techniques.
A Process to Design and Implement Service-based Android Applications
Lee, Ho-Joong ; La, Hyun-Jung ; Keum, Chang-Sup ; Kim, Soo-Dong ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 245~260
DOI : 10.3745/KIPSTD.2011.18D.4.245
Mobile Devices, which are developed with the fast growing of the Internet, have flexible internet accessibility and can access the network anywere so that they can execute software applications. However, it is very challenging to deploy highly complex applications on mobile devices since they have limited resources. To overcome the limitation, researches on applying a concept of services to mobile applications have been proposed. Android is one of the popular mobile platforms and is designed to effectively execute mobile applications on the mobile devices having limited resources. Since service-based Android applications, which adopt a concept of services and Android platform, invoke remote services and are built with Android-specific components, they are much different from traditional software applications. Consequently, it is not straightforward to apply object-oriented (OO) analysis and design methods to developing service-based Android applications, although they have been frequently applied to developing traditional applications. In this paper, we present a process to develop service-based Android mobile applications, which extends a traditional OO development process. First, we raise design issues to be considered in developing service-based Android applications. Then, to solve the issues, we present detailed guidelines for essential phases of OO-based development process that are customized to service-based Android applications. Finally, to show applicability of the process, we perform a case study. The proposed design process is effectively utilized as a set of guidelines to develop service-based Android applications more systematically and effectively.
The Design of a Complex Event Model for Effective Service Monitoring in Enterprise Systems
Kum, Deuk-Kyu ; Lee, Nam-Yong ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 261~274
DOI : 10.3745/KIPSTD.2011.18D.4.261
In recent competitive business environment each enterprise has to be agile and flexible. For these purposes run-time monitoring ofservices provided by an enterprise and early decision making through this becomes core competition of the enterprise. In addition, in order to process various innumerable events which are generated on enterprise systems techniques which make filtering of meaningful data are needed. However, the existing study related with this is nothing but discovering of service faults by monitoring depending upon API of BPEL engine or middleware, or is nothing but processing of simple events based on low-level events. Accordingly, there would be limitations to provide useful business information. In this paper, through situation detection an extended complex event model is presented, which is possible to provide more valuable and useful business information. Concretely, first of all an event processing architecture in an enterprise system is proposed, and event meta-model which is suitable to the proposed architecture is going to be defined. Based on the defined meta-model, It is presented that syntax and semantics of constructs in our event processing language including various and progressive event operators, complex event pattern, key, etc. In addition, an event context mechanism is proposed to analyze more delicate events. Finally, through application studies application possibility of this study would be shown and merits of this event model would be present through comparison with other event model.
Revitalization Plan and Value of Social Network Service in the Business Organization
Kim, Dong-Hyun ; Seo, Hyun-Shik ; Kim, Hyung-Joon ; Lee, Bong-Gyou ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 275~286
DOI : 10.3745/KIPSTD.2011.18D.4.275
The purpose of this study is to find the beneficial plan for business success by the advantage of social media service in the business organization. There is few research for applying social media on a variety of fields in business organization although many companies are trying to find the way for its application. Hence, this study identifies the possibility for the utilization of social media services, and it also finds the plan for their effective application. The social relationship is created by increasing communications between users of social media service. The research model is established on the basis of the hypothesis that the social relationship affects knowledge share, pursuit of ego, social participation, amusement. To maximize the impact of results, the research was conducted on the basis of the target on two groups including the business men and non-business men who use social media services. As results of the research, the business men tend to appeal their impression based on sharing knowledge with anonymous people. Also, it is necessary to make a social participation to a management participation, and to utilize the social media in the organization by including amusement to its function. This research is expected to have significant implication to companies which wants to apply social media services in the future.
The Study on the Acceptable Intention of Smart and Mobile Device : Based on Two-Sided Network Effect
Seo, Hyun-Sik ; Song, In-Kuk ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 287~298
DOI : 10.3745/KIPSTD.2011.18D.4.287
With the rage for Netbooks recently, Tablet PC and Smart phone users are rapidly increasing. Despite of the forecast that anticipates frequently practical use in various organizations and society, the comparison studies among the mobile devices rarely exist. The study examines the acceptable intention of the mobile devices, with which can replace traditional workstations and notebooks. UTAUT(Unified Theory of Acceptance and Use of Technology) was applied to the investigation of influencing factors for the acceptable intention, instead of the typical TAM(Technology Acceptance Model). The results illustrate that the significant differences of acceptable intention among the mobile devices occur based on two-side network effect even though some Smart phones share OSs and Apps with Tablet PCs and Netbooks.
Ordering of Project priorities For Open Market Portfolio
Lee, Yong-Hee ; Lee, Gun-Ho ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 299~308
DOI : 10.3745/KIPSTD.2011.18D.4.299
In the recent years, a variety of projects have been conducted in order to enhance competitiveness of leading businesses and their followers in the market. Accordingly, the importance of project portfolio management has risen in the open market industry. Project portfolio management refers to crucial decision-making processes which aim to maximize benefits by selecting projects most suitable for a strategic objective among multiple projects with limited resources. In this study, the trend of project portfolio management studies is introduced. The study also presents a mathematical model of the problem, which aims at maximizing project values, possibility, and similarity between projects in the limited resources. We use the genetic algorithm to obtain the priority orders of projects. In order to verify this study, we compare the results of this study and the existing schedules of the E-open market in South Korea. This study ultimately reduces project risks, improves efficiency of development and continuity of tasks by properly ordering projects and assigning developers to the projects.
A Prototype Model for Handling Fuzzy Query in Voice Search on Smartphones
Choi, Dae-Young ;
The KIPS Transactions:PartD, volume 18D, issue 4, 2011, Pages 309~312
DOI : 10.3745/KIPSTD.2011.18D.4.309
Handling fuzzy query in voice search on smartphones is one of the most difficult problems. It is mainly derived from the complexity and the degree of freedom of natural language. To reduce the complexity and the degree of freedom of fuzzy query in voice search on smartphones, attribute-driven approach for fuzzy query is proposed. In addition, a new page ranking algorithm based on the values of attributes for handling fuzzy query is proposed. It provides a smartphone user with location-based personalized page ranking based on user`s search intentions. It is a further step toward location-based personalized web search for smartphone users. In this paper, we design a prototype model for handling fuzzy query in voice search on smartphones and show the experimental results of the proposed approach compared to existing smartphones.