• 제목/요약/키워드: Information System technology

검색결과 20,622건 처리시간 0.053초

AIMS: AI based Mental Healthcare System

  • Ibrahim Alrashide;Hussain Alkhalifah;Abdul-Aziz Al-Momen;Ibrahim Alali;Ghazy Alshaikh;Atta-ur Rahman;Ashraf Saadeldeen;Khalid Aloup
    • International Journal of Computer Science & Network Security
    • /
    • 제23권12호
    • /
    • pp.225-234
    • /
    • 2023
  • In this era of information and communication technology (ICT), tremendous improvements have been witnessed in our daily lives. The impact of these technologies is subjective and negative or positive. For instance, ICT has brought a lot of ease and versatility in our lifestyles, on the other hand, its excessive use brings around issues related to physical and mental health etc. In this study, we are bridging these both aspects by proposing the idea of AI based mental healthcare (AIMS). In this regard, we aim to provide a platform where the patient can register to the system and take consultancy by providing their assessment by means of a chatbot. The chatbot will send the gathered information to the machine learning block. The machine learning model is already trained and predicts whether the patient needs a treatment by classifying him/her based on the assessment. This information is provided to the mental health practitioner (doctor, psychologist, psychiatrist, or therapist) as clinical decision support. Eventually, the practitioner will provide his/her suggestions to the patient via the proposed system. Additionally, the proposed system prioritizes care, support, privacy, and patient autonomy, all while using a friendly chatbot interface. By using technology like natural language processing and machine learning, the system can predict a patient's condition and recommend the right professional for further help, including in-person appointments if necessary. This not only raises awareness about mental health but also makes it easier for patients to start therapy.

A Multimedia Information System Integrating Hypermedia, Information Retrieval, and DBMS Technologies

  • Loh, Woong-Kee;Park, Byung-Kwon;Lee, Sang-Ho;Whang, Kyu-Young
    • 한국방송∙미디어공학회:학술대회논문집
    • /
    • 한국방송공학회 1996년도 Proceedings International Workshop on New Video Media Technology
    • /
    • pp.128-133
    • /
    • 1996
  • In this paper, we describe the design and implementation of a multimedia information system integrating hypermdia, information retrieval, and DBMS technologies. We browse the information space through hypermedia link navigation and also use ad hoc queries for direct retrieval of information from the database. Both the hypermedia and the information retrieval systems are integrated into a database management system (DMBS) so that concurrent edition, update, and retrieval of documents can have the ACID properties of atomicity, consistency, isolation, and durability. We will first explain the architecture of the system and then, describe how the hypermedia system is integrated with information retrieval capability, and finally integrated with DBMS capabilities.

  • PDF

Requirement Analysis for Bio-Information Integration Systems

  • Lee, Sean;Lee, Phil-Hyoun;Dokyun Na;Lee, Doheon;Lee, Kwanghyung;Bae, Myung-Nam
    • 한국지능시스템학회:학술대회논문집
    • /
    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
    • /
    • pp.11-15
    • /
    • 2003
  • Amount of biological data information has been increasing exponentially. In order to cope with this bio-information explosion, it is necessary to construct a biological data information integration system. The integration system could provide useful services for bio-application developers by answering general complex queries that require accessing information from heterogeneous bio data sources, and easily accommodate a new database into the integrated systems. In this paper, we analyze architectures and mechanisms of existing integration systems with their advantages and disadvantages. Based on this analysis and user requirement studies, we propose an integration system framework that embraces advantages of the existing systems. More specifically, we propose an integration system architecture composed of a mediator and wrappers, which can offer a service interface layer for various other applications as well as independent biologists, thus playing the role of database management system for biology applications. In other words, the system can help abstract the heterogeneous information structures and formats from the application layer. In the system, the wrappers send database-specific queries and report the result to the mediator using XML. The proposed system could facilitate in silico knowledge discovery by allowing combination of numerous discrete biological information databases.

  • PDF

Web-based Real Environment Monitoring Using Wireless Sensor Networks

  • Lee, Gil-Jae;Kong, Jong-Uk;Kim, Min-Ah;Byeon, Ok-Hwan
    • 한국정보기술응용학회:학술대회논문집
    • /
    • 한국정보기술응용학회 2005년도 6th 2005 International Conference on Computers, Communications and System
    • /
    • pp.207-210
    • /
    • 2005
  • Ubiquitous computing is one of the key technology areas in the "Project on Development of Ubiquitous computing and network technology" promoted by the Ministry of Science and Technology as a frontier business of the $21^{st}$ century in Korea, which is based on the new concept merging physical space and computer-based cyber space. With recent advances in Micro Electro Mechanical System (MEMS) technology, low cost and low-power consumption wireless micro sensor nodes have been available. Using these smart sensor nodes, there are many activities to monitor real world, for example, habitat monitoring, earthquake monitoring and so on. In this paper, we introduce web-based real environment monitoring system incorporating wireless sensor nodes. It collects sensing data produced by some wireless sensor nodes and stores them into a database system to analyze. Our environment monitoring system is composed of a networked camera and environmental sensor nodes, which are called Mica2 and developed by University of California at Berkeley. We have modified and ported network protocols over TinyOS and developed a monitoring application program using the MTS310 and MTS420 sensors that are able to observe temperature, relative humidity, light and accelerator. The sensed data can be accessed user-friendly because our environment monitoring system supports web-based user interface. Moreover, in this system, we can setup threshold values so the system supports a function to inform some anomalous events to administrators. Especially, the system shows two useful pre-processed data as a kind of practical uses: a discomfort index and a septicity index. To make both index values, the system restores related data from the database system and calculates them according to each equation relatively. We can do enormous works using wireless sensor technologies, but just environment monitoring. In this paper, we show just one of the plentiful applications using sensor technologies.

  • PDF

고객중심의 과학기술정보 서비스를 위한 FAST 검색엔진 커스터마이징 (FAST Search Engine Customizing for S&T Information Service)

  • 한희준;이태석;김선태;예용희;이상기;여일연
    • 한국콘텐츠학회:학술대회논문집
    • /
    • 한국콘텐츠학회 2008년도 춘계 종합학술대회 논문집
    • /
    • pp.480-483
    • /
    • 2008
  • 다양한 인터넷 기술이 개발 및 발전됨에 따라 정보 제공자는 사용자에게 보다 효율적이고 고객중심의 서비스를 제공하기 위해 노력하고 있다. 특히 방대한 양의 정보에 대하여 고객이 원하는 정보를 정확하고 쉽게 제공하기 위해서는 검색기능의 효율성이 필수이다. 한국과학기술정보연구원(KISTI)에서는 국가과학기술포털서비스 성능향상을 위하여 FAST(Fast Search & Transfer ASA) 검색엔진을 도입하였다. 하지만 무엇보다도 서비스 환경에 적합하게 검색엔진의 하드웨어 및 소프트웨어적 성능을 최적화하는 것이 중요하다. 본 논문에서는 국가과학기술정보의 효율적 서비스를 위한 FAST 검색엔진 설계 및 최적화 기법에 대해 논한다.

  • PDF

정보시스템품질이 기술수용모형과 사용자의도에 관한 연구 (Effects of Information System Quality on the Technology Acceptance Model and User Intention)

  • 박상현;이정은
    • 한국산업정보학회논문지
    • /
    • 제26권5호
    • /
    • pp.21-35
    • /
    • 2021
  • 본 연구에서는 정보시스템품질요인이 기술수용모형과 사용자의도에 어떠한 영향을 미치는지에 대해 알아보기 위해 정보시스템품질을 시스템, 정보, 서비스에 보안성을 포함하여 최근 대두되고 있는 IT보안의 중요성도 정보시스템품질의 요인으로 보았다. 이러한 정보시스템품질이 기술수용모형과 사용자의도에 어떠한 영향을 미치는지를 검정하기 위해, 기술수용모형은 인지된 유용성과 인지된 용이성으로 구분하였고, 사용자의도는 사용자가 수용의도만 가지고 있는지 활용의도도 있는지 구분함으로써 확장된 정보시스템에 대한 연구를 진행하였다. 연구의 결과를 요약하면, 첫째, 정보시스템품질요인이 기술수용모형에 유의한 영향을 미칠 것이라는 가설은 부분채택되었다. 서비스품질은 인지된 유용성에 영향을 미치지 못하는 것으로 나타났다. 둘째, 기술수용모형은 사용자의도에 유의한 영향을 미칠 것이라는 가설은 모두 채택되었다.

Online Submission and Review System for Open Science: A Case of AccessON Peer Review Management System Plus (ACOMS+)

  • Jaemin Chung;Eunkyung Nam;Sung-Nam Cho;Jeong-Mee Lee;Hyunjung Kim;Hye-Sun Kim;Wan Jong Kim
    • Journal of Information Science Theory and Practice
    • /
    • 제12권1호
    • /
    • pp.87-101
    • /
    • 2024
  • As the academic publishing environment evolves rapidly and the open science paradigm emerges, the demand for efficient and transparent peer review is growing. This study outlines efforts to actively introduce advanced concepts in scholarly communication into the submission and review system. AccessON Peer Review Management System Plus (ACOMS+), developed and operated by the Korea Institute of Science and Technology Information, is an online submission and peer review system that aims for open science. This study provides an overview of ACOMS+ and presents its four main features: open peer review, open access publishing and self-archiving, online quantitative/qualitative evaluation, and peer reviewer invitation. The directions for further developing ACOMS+ to fully support open science are also discussed. ACOMS+ is the first system in Korea to introduce the open peer review process and is distinguished as a system that supports open access publishing and digital transformation of academic journals. Furthermore, ACOMS+ is expected to contribute to the advancement of the academic publishing environment through the increasing shift toward open access publishing, transparent peer review, and open science.

Design and Implement Ubiquitous System on Chip for IEEE 802.15.4 WPAN Standard

  • Doo, Kyoung;Kim, Young-Sam;Kim, Sun-Kuk;Lee, Kang-Whan
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2008년도 하계종합학술대회
    • /
    • pp.697-698
    • /
    • 2008
  • Ubiquitous Computing System is available anytime, anywhere communications and computing systems, and information sharing and mutual cooperation between computing systems. in addition, For Ubiquitous Computing System, it is need the sensor technology to detect information of users and surrounding environment. For these reason, this paper proposed CRS(Context Recognition Switch) and DOS(Dynamic and Optimal Standard) based Context-awareness system architecture.

  • PDF

A Light-weight and Dynamically Reconfigurable RMON Agent System

  • Lee, Jun-Hyung;Park, Zin-Won;Kim, Myung-Kyun
    • Journal of Information Processing Systems
    • /
    • 제2권3호
    • /
    • pp.183-188
    • /
    • 2006
  • A RMON agent system, which locates on a subnet, collects the network traffic information for management by retrieving and analyzing all of the packets on the subnet. The RMON agent system can miss some packets due to the high packet analyzing overhead when the number of packets on the subnet is huge. In this paper, we have developed a light-weight RMON agent system that can handle a large amount of packets without packet loss. Our RMON agent system has also been designed such that its functionality can be added dynamically when needed. To demonstrate the dynamic reconfiguration capability of our RMON agent system, a simple port scanning attack detection module is added to the RMON agent system. We have also evaluated the performance of our RMON agent system on a large network that has a huge traffic. The test result has shown our RMON agent system can analyze the network packets without packet loss.

Prime Sequence Codes를 이용한 chirped 2.5Gb/s 광 CDMA 신호에 대한 색분산 패널티로 전송 이행 분석

  • Huh, Tae-Sang;Yang, Myung-Seok;Lee, Seung-Bock;Park, Kiseok;You, Beom-Jong
    • 한국정보과학회:학술대회논문집
    • /
    • 한국정보과학회 2003년도 봄 학술발표논문집 Vol.30 No.1 (C)
    • /
    • pp.49-51
    • /
    • 2003
  • 가입자망과 메트로 광 가입자망에서 광범위한 적용범위에 대해 광 기술을 선도하는 기존의 WDM은 증가하는 사용자 수를 수용하는 데 어려움을 가지며 WDM은 채널간의 잡음에 의한 제한과 유효 채널의 최대가 WDM 채널에서 광 증폭기 이득의 균일성에 의해 제한받는다. 따라서 사용자 수를 증가시키고 데이터량을 확장시킬 수 있는 CDMA 기술 도입이 하나의 대안으로 요구된다. 본 논문에서는 SMF에서 수십 km 거리를 갖는 가입자망에서 Prime sequence code를 사용한 2.5Gb/s 광 COMA 신호의 색분산 패널티에 대해 연구하였다. 시스템 모델에서, 색분산 패널티, 파형과 디코드된 신호의 아이 다이어그램(eye diagram)이 결과로써 보여지며, prime sequence code 수의 증가에 대해 Chirp 파라미터를 갖는 코드화된 신호의 색분산 패널티를 보인다. 이러한 접근은 pseudo-orthogonality를 가지는 비동기식 광 CDMA의 디자인에 특히 적합할 것이다.

  • PDF