[논문]Multi Parameter Design in AIML Framework for Balinese Calendar Knowledge Access

Sukarsa, I Made; Buana, Putu Wira; Yogantara, Urip

doi:10.3837/tiis.2020.01.007

[국내논문] Multi Parameter Design in AIML Framework for Balinese Calendar Knowledge Access 원문보기

KSII Transactions on internet and information systems : TIIS, v.14 no.1, 2020년, pp.114 - 130

Sukarsa, I Made (Department of Information Technology, Udayana University) , Buana, Putu Wira (Department of Information Technology, Udayana University) , Yogantara, Urip (Department of Information Technology, Udayana University)

Abstract ▼ AI-Helper

Balinese calendar is defined as a unique calendar system for combining solar-based and lunar-based system and assuming local system. It is considered as guidance of Balinese societies' activities management, starting from meeting arrangement, wedding ceremony, to religious ceremonies. Practically, it has developed in the form of printed Balinese calendar and electronic Balinese calendar, either web or mobile application. The core of the function is to find out the day with its various characteristics in the Balinese Calendar. In general, society usually asks the religious leader to find out the day in detail. The technology of NLP combined with models of pattern discoveries supports the arrangement of the interaction model in searching the good day in Balinese Calendar to equip the conventional searching system in the previous applications. This study will design a dialog model with AIML method in multi-parameter basis; therefore, the users will be dynamically able to use the searching content in various ways by chatting in similar with consulting to a religious leader. This model will be applied in a chatbot basis service in telegram machine. The addition of the context recognition section into 4 paterns has been successfully improve the ability of AIML to recognize input patterns with many criteria. Based on the testing with 50 random input patterns obtained a success rate of 92.5%.

Keyword

표/그림 (17)

표 Table 1. Sasih in Balinese Calendar
표 Table 2. Wuku in Balinese Calendar
표 Table 3. Wewaran in Balinese Calendar
표 Table 4. Ceremonial Days and Dewasa Ayu
그림 Fig. 1. Part of AIML
그림 Fig. 2. General Description of The System
표 Table 5. Pattern of Ceremonial/Red-letter Day Description
표 Table 6. Pattern of Searching Dewasa Ayu/ Ceremonial Day without Parameter
표 Table 7. Pattern of Searching Dewasa Ayu/Hari Raya with Parameter
그림 Fig. 3. Message Processing
표 Table 8. Pattern of Multi Ceremonial Days/ Dewasa Ayu Searching
그림 Fig. 4. Bot Searching
그림 Fig. 5. Chatbot Interface
표 Table 9. Recapitulation of The Testing
그림 Fig. 6. Chart of the Testing
표 Table 10. Response Error on Chatbot
표 Table 11. Testing on N-Gram Algorithm

AI 본문요약
AI-Helper

* AI 자동 식별 결과로 적합하지 않은 문장이 있을 수 있으니, 이용에 유의하시기 바랍니다.

제안 방법

To make dialogue can occur using a variety of everyday conversations with natural language, then AIML is used in this modeling. Because of the data search on the Bali calendar cannot be completed with 1 parameter, therefore in this study, AIML is designed to be able to work with multiple criteria that can be set dynamically.

대상 데이터

10 respondents will take part in the test, those are chosen from society who use this Balinese Calendar. Each respondent will get chances to ask 5 questions for each category including ceremonial day description, ceremonial day/ dewasa ayu searching without parameter, ceremonial day/ dewasa ayu searching with parameter, and multi ceremonial day/ dewasa ayu searching.

이론/모형

Solutions for the third, fourth and fifth problems is create a new pattern to handle the message. The last problem for abbreviations can be to use the N-Gram algorithm.

참고문헌 (21)

A. Vichare, A. Gyani, Y. Shrikhande, and N. Rathod, "A chatbot system demonstrating Intelligent Behaviour using NLP," International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), vol. 4, no. 10, pp. 3783-3785, 2015.
R. Shah, SiddhantLahoti, and P. L. K, "An Intelligent Chat-bot using Natural Language Processing," International Journal of Engineering Research, vol. 6, no. 5, pp. 281-286, 2017.
A. Khanna, B. Pandey1, K. Vashishta, K. Kalia, B. Pradeepkumar, and T. Das, "A Study of Today's A.I. through Chatbots and Rediscovery of Machine Intelligence," International Journal of u- and e- Service, Science and Technology, vol. 8, no. 7, pp. 277-284, 2015.
E. Haller and T. Rebedea, "Designing a Chat-bot that Simulates an Historical Figure," in Proc. of presented at the 19th International Conference on Control Systems and Computer Science, Bucharest, Romania, 2013.
N. Mhatre, K. Motani, M. Shah, and S. Mali, "Donna Interactive Chat-bot acting as a Personal Assistant," International Journal of Computer Applications, vol. 140, pp. 6-11, 2016.
K. Suwintana and P. M. Prihatini, "PERANCANGAN APLIKASI KALENDER BALI PADA SMARTPHONE BERBASIS ANDROID," SEMINAR NASIONAL SAINS DAN TEKNOLOGI, 2014.
I. M. D. M. Putra, I. M. Sukarsa, D. P. Githa, and I. W. K. Wijaya, "A Reusable Balinese Calendar Engine," Journal of Theoretical and Applied Information Technology, vol. 96, no. 1, pp. 267-278, 2019.
B. Setiaji and F. W. Wibowo, "Chatbot Using A Knowledge in Database Human-to-Machine Conversation Modeling," in Proc. of presented at the 7th International Conference on Intelligent Systems, Modelling and Simulation, Bangkok, Thailand, 2016.
D. Suryani and E. L. Amalia, "Aplikasi Chatbot Objek Wisata Jawa Timur Berbasis AIML," SMARTICS Journal, vol. 3, no. 2, pp. 47-57, 2017.
C. S. Kulkarni, A. U. Bhavsar, S. R. Pingale, and P. S. S. Kumbhar, "BANK CHAT BOT - An Intelligent Assistant System Using NLP and Machine Learning," International Research Journal of Engineering and Technology, vol. 4, no. 5, pp. 2374-2377, 2017.
I. M. Sukarsa, I. K. G. D. Putra, N. P. Sastra, and L. Jasa, "A New Framework for Information System Development on Instant Messaging for Low Cost Solution," TELKOMNIKA, vol. 16, no. 6, pp. 2799-2808, 2018.

상세보기
I. M. Sukarsa, I. K. G. D. Putra, N. P. Sastra, and L. Jasa, "Modification of ISONER Framework as Enterprise Service Bus to Build Consultation Robot Using External Engine," International Journal of Engineering and Emerging Technology, vol. 3, pp. 123-128, 2018.
B. AbuShawar and E. Atwell, "ALICE Chatbot: Trials and Outputs," Computacion y Sistemas, vol. 19, pp. 625-632, 2015.
A. Dole, H. Sansare, R. Harekar3, and S. Athalye, "Intelligent Chat Bot for Banking System," International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), vol. 4, pp. 49-51, 2015.
K. T. Wirawan, I. M. Sukarsa, and I. P. A. Bayupati, "Balinese Historian Chatbot using Full-Text Search and Artificial Intelligence Markup Language Method," I.J. Intelligent Systems and Applications, vol. 11, pp. 21-34, 2019.

상세보기
I. A. P. Pradnyani, "Aplikasi Kalender Bali Berbasis Mobile Application pada Android Platform," Merpati, vol. 2, pp. 106-117, 2014.
I. P. C. Prawira, G. M. A. Sasmita, and I. P. A. Bayupati, "Pengembangan Aplikasi Kalender Saka Bali pada Sistem Operasi Machintos," Merpati, vol. 3, pp. 58-67, 2015.
G. Ginaya, "The Balinese Calendar System: From Its Epistemological Perspective to Axiological Practices," International Journal of Linguistics, Literature and Culture, vol. 4, 2018.
I. W. Swandana, G. Mahendrayana, and L. G. E. Wahyuni, "Pemaknaan Tanda dalam Ala Ayuning Dewasa Berdasarkan Wewaran pada Kalender Caka Bali," Seminar Nasional Riset Inovatif, pp. 88-92, 2017.
I. M. Suarjana, I. G. P. Suharta, and I. G. N. Japa, "Etnomatematika Sistem Kalender Bali," Seminar Nasional Riset Inovatif, pp. 177-182, 2014.
S. V. Doshi, S. B. Pawar, A. G. Shelar, and S. S. Kulkarni, "Artificial Intelligence Chatbot in Android System using Open Source Program-O," International Journal of Advanced Research in Computer and Communication Engineering, vol. 6, pp. 816-821, 2017.

활용도 분석정보

상세보기

다운로드

내보내기

활용도 Top5 논문

해당 논문의 주제분야에서 활용도가 높은 상위 5개 콘텐츠를 보여줍니다.
더보기 버튼을 클릭하시면 더 많은 관련자료를 살펴볼 수 있습니다.

원문 URL 링크

DOI : 10.3837/tiis.2020.01.007
한국학술정보 : 저널
AccessON : 저널

*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.

오픈액세스(OA) 유형

GOLD

오픈액세스 학술지에 출판된 논문

이 논문과 함께 이용한 콘텐츠

[논문] 교통사고 이력자료를 활용한 교통안전캘린더 개발 및 활용방안

저작권 관리 안내

내보내기 메뉴

내보내기 구분

파일저장
인쇄
메일전송

구성항목

기본정보
상세정보

관리번호, 논문명, 저널/프로시딩명, 저자 , 발행년, 권, 호, 시작페이지, 끝페이지, 발행기관

저장형식

Text(ASCII format)
Excel format
RefWorks Direct Export
RIS format (for Reference Manager, ProCite, EndNote), Scholar's Aids, Mendeley

메일정보

받는사람 (필수): @
보내는사람 (선택): @
제목
내용: KISTI 검색결과 이메일 서비스

안내

총 건의 자료가 검색되었습니다.

다운받으실 자료의 인덱스를 입력하세요. (1-10,000)

검색결과의 순서대로 최대 10,000건 까지 다운로드가 가능합니다.

데이타가 많을 경우 속도가 느려질 수 있습니다.(최대 2~3분 소요)

다운로드 파일은 UTF-8 형태로 저장됩니다.
파일의 내용이 제대로 보이지 않을실 때는 웹브라우저 상단의 보기 -> 인코딩 -> 자동선택 여부를 확인하십시오.

Text(ASCII format)
Excel format

표제어: PCR

동의어: Packet Collision Rate

용어 설명 출처 목록 (6)

용어 설명: PCR은 세균 특이성이 있는 primer를 이용하여 적은 수의 세균이 있을지라도 쉽게 검출할 수 있는 유용한 방법이며, 이를 이용하여 구강 내 치면세균막이나 타액에서 직접 세균을 검출할 수 있게 되었다[8].

AI-Helper ※ AI-Helper는 을 사용합니다.

AI-Helper

안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

연합인증