최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기한국콘텐츠학회논문지 = The Journal of the Korea Contents Association, v.22 no.4, 2022년, pp.83 - 93
김윤아 (충북대학교 빅데이터 협동과정) , 최도진 (창원대학교 컴퓨터공학과) , 임종태 (충북대학교 정보통신공학부) , 김상혁 (충북대학교 빅데이터 협동과정) , 김종훈 (충북대학교 정보통신공학부) , 복경수 (원광대학교 인공지능융합학과) , 유재수 (충북대학교 정보통신공학부)
Research is underway to solve the traffic problem by using crowdsourcing, where drivers use their mobile devices to provide traffic information. If it is used for traffic event detection through crowdsourcing, the task of collecting related data is reduced, which lowers time cost and increases accur...
L. Arp, D. Vreumingen, D. Gawehns, and M. Baratchi, "Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data," Proc. IEEE International Conference on Mobile Data Management, pp.168-177, 2020.
Z. Xu, Y. Liu, N. Y. Yen, L. Mei, X. Luo, X. Wei, and C. Hu, "Crowdsourcing Based Description of Urban Emergency Events Using Social Media Big Data," IEEE Transactions on Cloud Computing, Vol.8, No.2, pp.387-397, 2020.
https://www.index.go.kr
D. Vij and N. Aggarwal, "Smartphone based traffic state detection using acoustic analysis and crowdsourcing," Applied Acoustics, Vol.138, pp.80-91, 2018.
T. Sakaki, Y. Matsuo, T. Yanagihara, N. P. Chandrasiri, and K. Nawa, "Real-time event extraction for driving information from social sensors," Proc. IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems, pp.221-226, 2012.
S. Klaithin and C. Haruechaiyasak, "Traffic information extraction and classification from Thai Twitter," Proc. International Joint Conference on Computer Science and Software Engineering, pp.1-6, 2016.
Alomari, Ebtesam, Rashid Mehmood, and Iyad Katib, "Sentiment analysis of Arabic tweets for road traffic congestion and event detection," Smart Infrastructure and Applications. Springer, Cham, pp.37-54, 2020.
C. Zhang, L. Liu, D. Lei, Q. Yuan, H. Zhuang, T. Hanratty, and J. Han, "Triovecevent: Embedding-based online local event detection in geo-tagged tweet streams," Proc. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.595-604, 2017.
S. Zhang, Y. Cheng, and D. Ke, "Event-Radar: Real-time Local Event Detection System for Geo-Tagged Tweet Streams," arXiv:1708.05878, pp.1-10, 2017.
S. Klaithin and C. Haruechaiyasak, "Traffic information extraction and classification from Thai Twitter," Proc. International Joint Conference on Computer Science and Software Engineering, pp.1-6, 2016.
Neruda, Gregorius Aria, and Edi Winarko. "Traffic Event Detection from Twitter Using a Combination of CNN and BERT," 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS), IEEE, 2021.
E. A. Alomari, I. A. Katib, A. Albeshri, T. Yigitcanlar, and R. Mehmood, "Iktishaf+: A Big Data Tool with Automatic Labeling for Road Traffic Social Sensing and Event Detection Using Distributed Machine Learning," Sensors, Vol.21, No.9, pp.1-33, 2021.
https://www.its.go.kr
https://aiopen.etri.re.kr
https://developers.google.com/maps
https://developers.kakao.com
http://www.tbn.or.kr
W. Y. Yang, et al, "Automatic recognition of arrhythmia based on principal component analysis network and linear support vector machine," Computers in biology and medicine, Vol.101, pp.22-32, 2018.
Norton, Edward C., Bryan E. Dowd, and Matthew L. Maciejewski, "Marginal effects-quantifying the effect of changes in risk factors in logistic regression models," Jama, Vol.321, No.13, pp.1304-1305, 2019.
D. Berrar, "Bayes' theorem and naive Bayes classifier," Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, 403, 2018.
S. J. Huang, et al, "Applications of support vector machine (SVM) learning in cancer genomics," Cancer genomics & proteomics, Vol.15, No.1, pp.41-51, 2018.
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.