{"id":9931,"date":"2021-12-07T17:11:32","date_gmt":"2021-12-07T10:11:32","guid":{"rendered":"https:\/\/binus.ac.id\/malang\/?p=9931"},"modified":"2021-12-07T17:11:32","modified_gmt":"2021-12-07T10:11:32","slug":"paper-abstract-enabling-a-massive-data-collection-for-hotel-receptionist-chatbot-using-a-crowdsourcing-information-system","status":"publish","type":"post","link":"https:\/\/binus.ac.id\/malang\/2021\/12\/paper-abstract-enabling-a-massive-data-collection-for-hotel-receptionist-chatbot-using-a-crowdsourcing-information-system\/","title":{"rendered":"[PAPER ABSTRACT] ENABLING A MASSIVE DATA COLLECTION FOR HOTEL RECEPTIONIST CHATBOT USING A CROWDSOURCING INFORMATION SYSTEM"},"content":{"rendered":"<p style=\"text-align: justify\">With the heavy utilization of deep learning, modern chatbot systems require massive training dataset to achieve their peak performance. Without exception, the development of chatbot for the hotel receptionist tasks also demands a massive training dataset. Unfortunately, laborious effort and hefty time are needed to manually collect a dataset with that size. Therefore, an information system is needed to assist the dataset collection. In regards to solve the problem, this research contributes in developing the information system that enables a massive data collection for training a hotel receptionist chatbot in a reasonable time. In detail, the contribution of this research are twofold: (1) developing a realiable crowdsourcing information system design to collect and store the dataset for training hotel receptionist chatbot; and (2) developing a user experience that can stimulate the crowdworkers to provide more data.<\/p>\n<p><strong><em>Keywords: crowdsourcing, data collection, chatbot, hotel receptionist chatbot<\/em><\/strong><\/p>\n<p style=\"text-align: center\"><strong>AUTHOR: CHANDRA KURNIAWAN WIHARJA (Language Center Jakarta)<\/strong><\/p>\n<p style=\"text-align: center\">Published in: 2020 International Conference on Information Management and Technology (ICIMTech) 13-14 Aug. 2020 \u2013 DOI: 10.1109\/ICIMTech50083.2020.9211162<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>With the heavy utilization of deep learning, modern chatbot systems require massive training dataset to achieve their peak performance. Without exception, the development of chatbot for the hotel receptionist tasks also demands a massive training dataset. Unfortunately, laborious effort and hefty time are needed to manually collect a dataset with that size. Therefore, an information [&hellip;]<\/p>\n","protected":false},"author":36,"featured_media":9919,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[267],"tags":[604,605,606],"class_list":["post-9931","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-language-center","tag-chatbot","tag-linguistics","tag-scopus"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[PAPER ABSTRACT] ENABLING A MASSIVE DATA COLLECTION FOR HOTEL RECEPTIONIST CHATBOT USING A CROWDSOURCING INFORMATION SYSTEM | BINUS UNIVERSITY MALANG | Pilihan Universitas Terbaik di Malang<\/title>\n<meta name=\"description\" content=\"BINUS University Malang Merupakan Universitas Terbaik di Malang dengan Program Computer Science, Entrepreneurship Bussiness Creation, Computer Science, Interior Design, Communication, Public Relations, Visual Communication Design.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/binus.ac.id\/malang\/2021\/12\/paper-abstract-enabling-a-massive-data-collection-for-hotel-receptionist-chatbot-using-a-crowdsourcing-information-system\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[PAPER ABSTRACT] ENABLING A MASSIVE DATA COLLECTION FOR HOTEL RECEPTIONIST CHATBOT USING A CROWDSOURCING INFORMATION SYSTEM | BINUS UNIVERSITY MALANG | Pilihan Universitas Terbaik di Malang\" \/>\n<meta property=\"og:description\" content=\"BINUS University Malang Merupakan Universitas Terbaik di Malang dengan Program Computer Science, Entrepreneurship Bussiness Creation, Computer Science, Interior Design, Communication, Public Relations, Visual Communication Design.\" \/>\n<meta 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