NEU-chatbot: Chatbot for admission of National Economics University

نویسندگان

چکیده

In the last few years, intelligent chatbot systems have been prevalent in various application fields, especially education. Therefore, demand for such online consulting services like chatbots is getting higher respectively. However, most communications between potential students and universities are performed manually, which very time-consuming procedure, becoming a burden on head of admissions. this paper, we introduce an AI-based where can instantly get daily updates curriculum, admission new students, tuition fees, IELTS writing task II score, etc. Our was developed by Deep Learning models, already integrated into Rasa framework. We also proposed rational pipeline Vietnamese with our data preprocessing to obtain optimal accuracy avoid overfitting model. model detect more than fifty types questions from users' input 97.1% test set. The applied National Economics University's official Fanpage Facebook platform, famous social network Vietnam. This research shows detailed guidelines how build AI scratch, techniques used, be any language globally.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Chatbot for admissions

The communication of potential students with a university department is performed manually and it is a very time consuming procedure. The opportunity to communicate with on a one-to-one basis is highly valued. However with many hundreds of applications each year, one-to-one conversations are not feasible in most cases. The communication will require a member of academic staff to expend several ...

متن کامل

Happy Chatbot, Happy User

We compare our own embodied conversational agent (ECA) scheme, BotCom, with seven other complex Internet-based ECAs according to recentlypublished information about them, and highlight some important attributes that have received little attention in the construction of realistic ECAs. BotCom incorporates the use of emotions, humor and complex information services. We cover issues that are likel...

متن کامل

Fairytale Child Chatbot

Fairytale Child (Pohádkové dítě) is a simple chatbot trying to simulate a curious child. It asks the user to tell a fairy tale, often interrupting to ask for details and clarifications. However, it remembers what it was told and tries to show it if possible. The chatbot can communicate in Czech and in English. It analyzes the morphology of each sentence produced by the user with natural languag...

متن کامل

Can a Chatbot Determine My Diet?: Addressing Challenges of Chatbot Application for Meal Recommendation

Poor nutrition can lead to reduced immunity, increased susceptibility to disease, impaired physical and mental development, and reduced productivity. A conversational agent can support people as a virtual coach, however building such systems still have its associated challenges and limitations. This paper describes the background and motivation for chatbot systems in the context of healthy nutr...

متن کامل

A Neural Chatbot with Personality

Conversational modeling is an important task in natural language processing as well as machine learning. Like most important tasks, it’s not easy. Previously, conversational models have been focused on specific domains, such as booking hotels or recommending restaurants. They were built using hand-crafted rules, like ChatScript [11], a popular rule-based conversational model. In 2014, the seque...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Computers & Education: Artificial Intelligence

سال: 2021

ISSN: ['2666-920X']

DOI: https://doi.org/10.1016/j.caeai.2021.100036