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1 29 Annual Report 2017 Center for Management of Information Technologies July 31th, 2018
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19 5 A B A B A B A B 1 29 A B A B 10 1 A B LMS (Learning Management System) 29 LMS LMS Moodle 29 4 Moodle A 15 A 15 B A 1 A A B A B LMS 29 14
20 5.1: 29(2017) A A 1 a. b. c. d a. b. c Web AND OR a. b. c A 15
21 a. INFOSS b. (Thunderbird ) c. (OpenOffice.org Writer) d. (GIMP) e. (OpenOffice.org Draw) f. g. (OpenOffice.org Impress) h. (OpenOffice.org Calc) : : : B 5 Web 16
22 5.5: a. b. c. d. e. f A 2 B 13 Linux Linux? a. b. c. d B Web HTML CSS ActionScript Flash a. b. HTML CSS ActionScript c. HTML ActionScript CSS d. CSS ActionScript HTML e. CSS HTML ActionScript f. ActionScript CSS HTML g. ActionScript HTML CSS h
23 8 Web a. HTML b. CSS c. ActionScript Flash d. Web e. Web f. Web g. Web h. Web i. Web j A 1 3 B Web 5 Web 7 Web Web 8 5.6:
24 5.7: : : A B 19
25 Moodle LMS ( 871 ) (1 ) (370 ) (212 ) (1 ) (77 ) (66 ) (5 ) (1 ) (101 ) (51 ) ( : 92%)
26 (61%) [1] % 54% 53% [2-4] % ( 6.1) ( ) 42% 32% 10% 4 6.1: 6.2: [3] , 47% ( : 47%, 2016 : 38%, 2015 : 42%, 2014 : 47%) LINE (LINE : 35%, 2016 : 36%) LINE 21
27 6.3: 6.4: PDF (PDF) 2012 ( ) (PDF) 2015 PDF PDF PDF 79%( : 79%) PDF 17% ( : 13%) %( : 27%) 30%( : 27%) PDF 3 22
28 6.5: PDF : 6.5 Edu 6.7 (+124 ) (+90 ) MeCab(RMeCab)[5, 6] R[7] bi-gram 23
29 6.7: : : : : : : : : : : : : LINE 6.2 : : : : : : : : : : (1) 43% 42% 47% LINE 38% (2) (PDF) 79% PDF 27% PDF 24
30 6.1: Bi-gram : 6.2: Bi-gram : 29% 30% (3) [1] (a) :, 2012, (b) :, 2013 [2] :, 2014 [3] :,
31 [4] :, 2016 [5] MeCab-0.996: [6] RMeCab : [7] R version 3.1.1: 26
32 7 7.1 ( ) 7.2 ( ) 27
33 8 8.1 I I I II I I II I II ( ) 28
34 8.2 I II I II ( ) 29
35 V
36 IMS Caliper - IMS Caliper LMS Caliper Google Calendar Firefox Caliper Web 31
37 DNS (FQDN=Fully-Qualified Doname Name) DNS FQDN Takeuchi (Yuya Takeuchi, Takuro Yoshida, Ryotaro Kobayashi, Masahiko Kato, Hiroyuki Kishimoto, Detection of the DNS Water Torture Attack by Analyzing Features of the Subdomain Name, Journal of Information Processing, Vol. 24, No. 5, pp (2016)) FQDN Bi-gram Naive Bays DNS DNS 92.41% 96.54% SUSANTO Harry Generally, we perform risk assessment based on cyber security frameworks when taking/improving countermeasures against the threats in cyber attacks in govermental institutes. We calculated scores based on the cyber security frameworks combined NIST and COBIT5, using log/ data in Indonesian Nuclear Energy Regulatory Agency through nd q and rd q. Consequently, we obtained the following results: (1) the scores were calculated to be 1.63, 1.89, and 1.83 for the functions in ID(identify), PR(protect), and DE(detect), and (2) however, they were calculated to be 1.11 and 1.06 for those in RS (respond) and RE (recoer), respectively. Therefore, we conclude that we have to take into account on incident respond and business recovery, as well. 9.2 ( ) (LMS:Learning Management System) 32
38 0.05 F F % ( ) IP DNS Answer section IP IP IP DNS IP IP 129 McAfee Threat Library 4 High Risk 5 ( ) AR HSV H S SCCP vivid light dull pale 2 33
39 S H 5 7fps 2 2 4fps ( ) ( ) Watershed ( ) 34
40 A case study of university-wide effects of e-learning promotion activities,nakamichi,m.,nemoto,j., Kita,T.,Nakano,H.,& Suzuki,K.,International Journal for Education Media and Technology, 11(1),34-41, ,[ ] SNS SharedPanel,,,,,,,34(4), (J STAGE), Designing and Evaluating Portfolio Practice I, a Course for Online Graduate Students,Junko Nemoto, Akiko Takahashi, Atsue Takeoka, Hiroshi Nakano, Katsuaki Suzuki,nternational Journal for Educational Media and Technology,11(1),25-33, ,[ ],,,,,, (Web),(46), (WEB ONLY), CAPTCHA,,,,, (Web),(46), (WEB ONLY),2017 7,,,,, (Web),(46), (WEB ONLY), DDoS,,,,,,,, (Web),(46), (WEB ONLY), HTTP,,,,, (Web),(46), (WEB ONLY), DDoS,,,,,,, 2017,2017, ,2017 6,[ ] 35
41 Development of information security risk assessment for nuclear regulatory authority perspective: Proposition of a system application design,harry Susanto, Yasuo Musashi, Kenichi Sugitani,Proceedings of the 11th International Conference on Information and Communication Technology and System, ICTS 2017,2018-January, ,2018 1,[ ] Fluctuations in size,yoshitsugu Matsubara, Yoshitsugu Matsubara, Yasuo Musashi,European Physical Journal Plus,132, , ,[ ],,,,2017,1-8, ,[ ],,,,,,,,54(2), , ,,,,,,28(9),1 7, :,,,,,,28(9),1-7, IMS Caliper,,,,, (Web), ,LMS,,,,,,, (Web), ,,,,,, (JSiSE)2017, researchmap Web API,,,,,,, ICT 2017 ( ), ,, Jack Suess,,,,,,,,,,,, ICT 2017 ( ), Developing a Dashboard System Designed to Support Summarizing Learning Activities Collected through Web Browser - Implementation with IMS Caliper and OpenLRS -,Ryunosuke Makihara Yuki Tanaka Shin-Ichiro Kubota Kenichi Sugitani Hiroshi Nakano,International Student Conference on Advanced Science and Technology 2017 (The 12th ICAST 2017 Kaohsiung), Evaluation and Improvement of Farmers Market Information System to Connect with Some 36
42 Social Stakeholders,Isakwisa Gaddy Tende, Shin-Ichiro Kubota, Kentaro Aburada, Naonobu Okazaki,The 20th International Conference on Network-Based Information Systems(NBiS-2017), Highly Responsive Distributed Denial-of-Service Attacks Detection by Using Real-Time Burst Detection Method,Shotaro Usuzaki, Yuki Arikawa, Hisaaki Yamaba, Kentaro Aburada, Shin- Ichiro Kubota, Mirang Park, and Naonobu Okazaki,The 20th International Conference on Network- Based Information Systems(NBiS-2017), ,,, / ( ), MOOCs,,,, 33 ( ), ,,,,, 33 ( ), ,,,,, 33 ( ), ICT -ICT -,,,,,, 33 ( ), e -,,,,,, 33 ( ), ,,,,, e-learning,,,,,, 33 ( ), ,,FIT2017, GPA,,,, 42 ( ), SharedPanel LINE,,,,,, 42 ( ), Moodle,,,,, 42 ( ),
43 Web - IMS Caliper OpenLRS -,,,,,,, ,,LMS,,,,,,, (Web), DDoS,,,,,,, (CD-ROM), LMS,,, (Web), ,,,, ,,,,,,,, ,,,,,,2018 3,,,,,,,ViEW (CD-ROM), ,,, (CD-ROM), TouchDeMeasure:,,,,, (CD-ROM), e :,,,( : ),,2018 2,ISBN: NBiS2017,Best Paper Award,Highly Responsive Distributed Denial-of-Service Attacks Detection by Using Real-Time Burst Detection Method : Shotaro Usuzaki, Yuki Arikawa, Hisaaki Yamaba, Kentaro Aburada, Shin-Ichiro Kubota, Mirang Park, Naonobu Okazaki 38
44 10.5 Web API, : ( (B)), : , :, : ( (C)), : , :, : ( (B)), : , : AI, (C), : , : e, (C), : , : :,,,,,, ( ) 39
45 ( ), 24th Japan-Korea Joint Workshop on Frontiers of Computer Vision (FCV2018), Scientific Committee., 30th International Conference on Computer Applications in Industry and Engineering (CAINE2017), Program Committee.,,.,,.,,.,,., 2017(SSII2017),., (ViEW2017),., (DIA2018),., 2018,., ICT, (2011-), ( ), IMS ( ), WG ( ), IEEE certificated International Journal of Intelligent Engineering and Systems, Editorial Boad, (SS ) WG ( 2016 ), , (IOT),., 10 (IOTS2017),., (CLE),., (SSS2017),. 40
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50 12.4 gpo WEB WEB 1) 2) OS 3) GPS NTP Stratum-1 NTP GPS NTP (ML ) GUI mailman ML 1 VPN gpo.kumamoto-u.ac.jp ftp.cc.kumamoto-u.ac.jp ( ) ftp.kumamoto-u.ac.jp ( ) NTP knighs.kumamoto-u.ac.jp DNS WEB ( kmm.kumamoto-u.ac.jp ( ) PC
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