• Title/Summary/Keyword: Process Discovery

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A Workflow-based Affiliation Network Knowledge Discovery Algorithm (워크플로우 협력네트워크 지식 발견 알고리즘)

  • Kim, Kwang-Hoon
    • Journal of Internet Computing and Services
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    • v.13 no.2
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    • pp.109-118
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    • 2012
  • This paper theoretically derives an algorithm to discover a new type of workflow-based knowledge from workflow models, which is termed workflow-based affiliation network knowledge. In general, workflow intelligence (or business process intelligence) technology consists of four types of techniques that discover, analyze, monitor and control, and predict a series of workflow-based knowledge from workflow models and their execution histories. So, this paper proposes a knowledge discovery algorithm which is able to discover workflow-based affiliation networks that represent the association and participation relationships between activities and performers defined in ICN-based workflow models. In order particularly to prove the correctness and feasibility of the proposed algorithm, this paper tries to apply the algorithm to a specific workflow model and to show that it is able to derive its corresponding workflow-based affiliation network knowledge.

A Process Mining using Association Rule and Sequence Pattern (연관규칙과 순차패턴을 이용한 프로세스 마이닝)

  • Chung, So-Young;Kwon, Soo-Tae
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.31 no.2
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    • pp.104-111
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    • 2008
  • A process mining is considered to support the discovery of business process for unstructured process model, and a process mining algorithm by using the associated rule and sequence pattern of data mining is developed to extract information about processes from event-log, and to discover process of alternative, concurrent and hidden activities. Some numerical examples are presented to show the effectiveness and efficiency of the algorithm.

Mitigating the Impact of Mobility on H.264 Real-Time Video Streams Using Multiple Paths

  • Calafate, Carlos T.;Malumbres, Manuel P.;Manzoni, Pietro
    • Journal of Communications and Networks
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    • v.6 no.4
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    • pp.387-396
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    • 2004
  • One of the main problems associated with MANETs is that mobility and the associated route discovery and maintenance procedures of reactive routing protocols cause severe interruptions on real-time video streams. Some of these interruptions are too large to be concealed using any sort of video technology, resulting in communications breaks unpleasant for the final end user. We present a solution for enhanced video transmission that increases route stability by using an improved route discovery process based on the DSR routing protocol, along with traffic splitting algorithms and a preventive route discovery mechanism. We also present some video adaptative mechanisms that improve the overall performance of multipath routing in terms of video data replication and video packet splitting strategies. Combining our proposals, we achieve up to 97% less interruptions on communication with high mobility and over 1.2 dB of improvements in terms of video distortion.

A Multi-hop routing protocol for bluetooth devices (블루투스 멀티 홉 라우팅 프로토콜)

  • Yang, Il-Sik;Kim, Myung-Gyu;Son, Ji-Yeon;Park, Jun-Seok
    • Proceedings of the KIEE Conference
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    • 2005.10b
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    • pp.448-450
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    • 2005
  • A ubiquitous network allows all users to access and exchange information of any kind freely at any time, from anywhere, and from any appliance through the use of broadband and mobile access. Bluetooth commincation can provide the missing wireless extension to the heterogeneous network, allowing a more ubiquitous access. In this point of view, the BT specifications define ways for which each BT device can set up multiple connections with neighboring devices to communicate in a multi-hop fashion. this paper provides insights on the Bluetooth technology and on some limitations of the scatternet formations. so that, we describe a new multi-hop routing protocol for the establishment of scatternets. this protocol defines rules for forming a multi-hop topology in two phases. the first phase, topology discovery, concerns the discovery of the node's depth from a root node initiating inquiry process. the second phase forms scatternet topology based on the result of topology discovery.

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Tutorial on Drug Development for Central Nervous System

  • Yoon, Hye-Jin;Kim, Jung-Su
    • Interdisciplinary Bio Central
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    • v.2 no.4
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    • pp.9.1-9.5
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    • 2010
  • Many neurodegenerative diseases, such as Alzheimer's and Parkinson's disease, are devastating disorders that affect millions of people worldwide. However, the number of therapeutic options remains severely limited with only symptomatic management therapies available. With the better understanding of the pathogenesis of neurodegenerative diseases, discovery efforts for disease-modifying drugs have increased dramatically in recent years. However, the process of translating basic science discovery into novel therapies is still lagging behind for various reasons. The task of finding new effective drugs targeting central nervous system (CNS) has unique challenges due to blood-brain barrier (BBB). Furthermore, the relatively slow progress of neurodegenerative disorders create another level of difficulty, as clinical trials must be carried out for an extended period of time. This review is intended to provide molecular and cell biologists with working knowledge and resources on CNS drug discovery and development.

Discovery of promising business items by technology-industry concordance and keyword co-occurrence analysis of US patents. (기술-산업 연계구조 및 특허 분석을 통한 미래유망 아이템 발굴)

  • Cho Byoung-Youl;Rho Hyun-Sook
    • Journal of Korea Technology Innovation Society
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    • v.8 no.2
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    • pp.860-885
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    • 2005
  • This study relates to develop a quantitative method through which promising technology-based business items can be discovered and selected. For this study, we utilized patent trend analysis, technology-industry concordance analysis, and keyword co-occurrence analysis of US patents. By analyzing patent trends and technology-industry concordance, we were able to find out the emerging industry trends : prevalence of bio industry, service industry, and B2C business. From the direct and co-occurrence analysis of newly discovered patent keywords in the year, 2000, 28 promising business item candidates were extracted. Finally, the promising item candidates were prioritized using 4 business attractiveness determinants; market size, product life cycle, degree of the technological innovation, and coincidence with the industry trends. This result implicates that reliable discovery and selection of promising technology-based business items can be performed by a quantitative, objective and low- cost process using knowledge discovery method from patent database instead of peer review.

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A Study on the Service Discovery Process for Integrating AUTOSAR AP with DDS-Based Applications (AUTOSAR AP와 DDS 기반 응용 프로그램의 통합을 위한 Service Discovery 과정 연구)

  • Sein Lee;Junik Ma;Jeonghun Cho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2024.05a
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    • pp.164-165
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    • 2024
  • 본 논문은 자동차 제어 시스템을 위한 플랫폼인 AUTOSAR AP 및 로봇 및 비전 시스템에 주로 사용되는, DDS를 기반으로 한 ROS2 응용 프로그램 간 서비스 기반 통신의 Discovery 과정 구상을 목표로 한다. 이 연구는 ROS2 기반 애플리케이션을 신뢰성과 안정성이 보장된 AUTOSAR AP 기반 제어 시스템에 통합하는 이론적 기반을 제시함으로서, 서로 다른 플랫폼 간의 원활한 통합을 통해 자동차 산업의 기술 발전에 기여할 수 있는 중요한 기술적 발전을 보여줄 수 있을 것이라 생각한다.

Body Weight Changes of Laboratory Animals during Transportation

  • Lee, Sung-Hak;Nam, Hyun-Sik;Kim, Jin-Sung;Cho, Hye-Jung;Jang, Yu-Mi;Lee, Eun-Jung;Choi, Eun-Sung;Jin, Dong-Il;Moon, Hong-Sik
    • Asian-Australasian Journal of Animal Sciences
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    • v.25 no.2
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    • pp.286-290
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    • 2012
  • The majority of laboratory animals were transported from commercial breeders to a research facility by ground transportation. During the transportation, many biological functions and systems can be affected by stress. In this experiment, the change of body weight during the transportation was measured and the recovery periods from the transportation stress established based on the body weight changes. Total 676 laboratory animals which were aged between 3 to 9 wk old were studied. The transportation time taken from container packing to unpacking the container was approximately 24 h. The temperature of animal container was constantly maintained by air-conditioning and heating equipment. Rats were found to be more sensitive than mice. The body weight of rats was significantly decreased 3.71% (p<0.05) compared to the body weight of mice which decreased 0.9% There was no significant difference between the strains in the same species. When the changes of body weights were compared between delivery days, C57BL/6 mice showed the most variable changes compared to other species and strains. Consequently, C57BL/6 was more sensitive to stress than the other strains and the transportation process needs to be standardized to reduce between day variability. To establish the recovery periods from transportation stress, the body weight changes were measured during the acclimation period. Although the body weight of animals decreased during transportation, animals recovered their weight loss after the next day.

A Node-disjoint Multipath Discovery Method by Local Route Discovery based on AODV (AODV기반의 지역경로탐색을 이용한 노드 비중첩 다중 경로 검색 기법)

  • Jin, Dong-Xue;Kim, Young-Rag;Kim, Chong-Gun
    • The KIPS Transactions:PartC
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    • v.14C no.1 s.111
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    • pp.87-94
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    • 2007
  • In mobile ad hoc networks the most popular on demand routing protocols are the Dynamic Source Routing (DSR) protocol and the Ad hoc On demand Distance Vector (AODV) routing protocol. These and other representative standard routing protocols are designed to find and maintain only a single path. Whenever there is a link break on the active route, source node has to invoke a route discovery process from the beginning and it causes a lot of overhead. Multipath routing protocols, which can alleviate these problems by establishing multiple alternative paths between a source and a destination, are widely studied. In this paper we propose a node disjoint multipath discovery technique based on AODV local route discovery. This technique can find and build completely separated node disjoint multi paths from a source to a destination as many as possible. It will make routing more robust and stable.

Analysis of Relative Importance on Evaluation Elements of Library Discovery (도서관 디스커버리의 평가요소에 대한 상대적 중요도 분석)

  • Kim, Seonghee
    • Journal of the Korean Society for Library and Information Science
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    • v.54 no.2
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    • pp.399-417
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    • 2020
  • In this study, we tried to analyze the relative importance of features for various functions provided by Discovery. We identified a total of 36 assessment items in five categories including contents, search function, serendipity, interactivity, and ease of use based on literature review. In order to objectively evaluate the relative importance of each evaluation element, an AHP technique was adopted. As a result, 'Easy of use' received the highest weighted value among the five categories, followed by 'contents', 'search function', 'interactivity', and 'serendipity'. In addition, among all the 36 assessment items, 'Quality of data for central index' had higher weighted value. These findings can be used as basic data to adopt a discovery tool for libraries.