Modern chatbot systems: a technical review

Chatbot (abbreviated Chatting Robot) is a computer sys- tem that allows human to interact with computer using Natural Human Language. This paper intents to present a technical review of ve mod- ern chatbot systems namely DeepProbe (July, 2017), Alime (August, 2017), SuperAgent (August, 2017), MILABO...

Full description

Bibliographic Details
Main Authors:	Abbas Saliimi, Lokman, M. A., Ameedeen
Format:	Book Section
Language:	English English
Published:	Springer Nature Switzerland 2019
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/22208/ http://umpir.ump.edu.my/id/eprint/22208/ http://umpir.ump.edu.my/id/eprint/22208/ http://umpir.ump.edu.my/id/eprint/22208/20/16.1%20Modern%20Chatbot%20Systems-%20A%20Technical%20Review.pdf http://umpir.ump.edu.my/id/eprint/22208/21/16.%20Modern%20Chatbot%20Systems-%20A%20Technical%20Review.pdf

id	ump-22208
recordtype	eprints
spelling	ump-222082019-05-15T04:04:51Z http://umpir.ump.edu.my/id/eprint/22208/ Modern chatbot systems: a technical review Abbas Saliimi, Lokman M. A., Ameedeen QA76 Computer software Chatbot (abbreviated Chatting Robot) is a computer sys- tem that allows human to interact with computer using Natural Human Language. This paper intents to present a technical review of ve mod- ern chatbot systems namely DeepProbe (July, 2017), Alime (August, 2017), SuperAgent (August, 2017), MILABOT (November, 2017) and RubyStar (December, 2017). Review elements are architectural design and domain/case study implementation with performance evaluation. Architectural design review will cover topic surrounding chatbot's knowl- edge domain, response generation, text processing and machine learning model, while implementation review will cover dataset usage (mainly to- wards machine learning model training) and evaluation strategy towards analyzing the quality level of chatbot's response. A summarize table of all reviewed elements is shown at the end of this paper together with discussion on our insight regarding reviewed elements. This paper will concludes with our review on future roadmap for modern chatbot design. Springer Nature Switzerland 2019-05 Book Section PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22208/20/16.1%20Modern%20Chatbot%20Systems-%20A%20Technical%20Review.pdf pdf en http://umpir.ump.edu.my/id/eprint/22208/21/16.%20Modern%20Chatbot%20Systems-%20A%20Technical%20Review.pdf Abbas Saliimi, Lokman and M. A., Ameedeen (2019) Modern chatbot systems: a technical review. In: Proceedings of the Future Technologies Conference (FTC) 2018. Advances in Intelligent Systems and Computing, 2 . Springer Nature Switzerland, Switzerland, pp. 1012-1023. ISBN 978-3-030-02683-7 https://link.springer.com/chapter/10.1007/978-3-030-02683-7_75 DOI: https://doi.org/10.1007/978-3-030-02683-7_75
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Abbas Saliimi, Lokman M. A., Ameedeen Modern chatbot systems: a technical review
description	Chatbot (abbreviated Chatting Robot) is a computer sys- tem that allows human to interact with computer using Natural Human Language. This paper intents to present a technical review of ve mod- ern chatbot systems namely DeepProbe (July, 2017), Alime (August, 2017), SuperAgent (August, 2017), MILABOT (November, 2017) and RubyStar (December, 2017). Review elements are architectural design and domain/case study implementation with performance evaluation. Architectural design review will cover topic surrounding chatbot's knowl- edge domain, response generation, text processing and machine learning model, while implementation review will cover dataset usage (mainly to- wards machine learning model training) and evaluation strategy towards analyzing the quality level of chatbot's response. A summarize table of all reviewed elements is shown at the end of this paper together with discussion on our insight regarding reviewed elements. This paper will concludes with our review on future roadmap for modern chatbot design.
format	Book Section
author	Abbas Saliimi, Lokman M. A., Ameedeen
author_facet	Abbas Saliimi, Lokman M. A., Ameedeen
author_sort	Abbas Saliimi, Lokman
title	Modern chatbot systems: a technical review
title_short	Modern chatbot systems: a technical review
title_full	Modern chatbot systems: a technical review
title_fullStr	Modern chatbot systems: a technical review
title_full_unstemmed	Modern chatbot systems: a technical review
title_sort	modern chatbot systems: a technical review
publisher	Springer Nature Switzerland
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/22208/ http://umpir.ump.edu.my/id/eprint/22208/ http://umpir.ump.edu.my/id/eprint/22208/ http://umpir.ump.edu.my/id/eprint/22208/20/16.1%20Modern%20Chatbot%20Systems-%20A%20Technical%20Review.pdf http://umpir.ump.edu.my/id/eprint/22208/21/16.%20Modern%20Chatbot%20Systems-%20A%20Technical%20Review.pdf
first_indexed	2023-09-18T22:32:56Z
last_indexed	2023-09-18T22:32:56Z
_version_	1777416406283845632

Modern chatbot systems: a technical review

Similar Items