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- research-articleJune 2024
Mutation Testing for Task-Oriented Chatbots
EASE '24: Proceedings of the 28th International Conference on Evaluation and Assessment in Software EngineeringPages 232–241https://doi.org/10.1145/3661167.3661220Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots – like ChatGPT – can converse on any topic, task-oriented chatbots – the focus of this paper – are designed for ...
- research-articleMay 2024
PriseBot - A chatbot to assist in the development of iStar
- Erlânio Freire,
- Enyo Gonçalves,
- Marcos Oliveira,
- Luiz Guilherme Moreira Leite,
- Sabrina Ketlen Colares Santos
SBSI '24: Proceedings of the 20th Brazilian Symposium on Information SystemsArticle No.: 46, Pages 1–10https://doi.org/10.1145/3658271.3658317Context: The representation of requirements through iStar models often triggers the need to create extensions. The PRISE process supports the creation of iStar extensions.
Problem: Developing new iStar extensions can take time and effort. That can be ...
- ArticleAugust 2023
A Comparative Study of Chatbot Response Generation: Traditional Approaches Versus Large Language Models
AbstractChatbot responses can be generated using traditional rule-based conversation design or through the use of large language models (LLMs). In this paper we compare the quality of responses provided by LLM-based chatbots with those provided by ...
- ArticleJuly 2023
Conversational AI: A Study on Capabilities and Limitations of Dialogue Based System
- Narayana Darapaneni,
- Anwesh Reddy Paduri,
- Umesh Tank,
- Balassubramamian KanthaSamy,
- Ashish Ranjan,
- R. Krisnakumar
Multi-disciplinary Trends in Artificial IntelligencePages 503–512https://doi.org/10.1007/978-3-031-36402-0_47AbstractThe conversational chat model here is based on the RASA framework. This framework is used as the base to design the chatbot. The topical Chat dataset used here contains approximately 210,000 utterances, which is more than 4,100,000 words. The ...
- research-articleJuly 2023
RV4Rasa: A Formalism-Agnostic Runtime Verification Framework for Verifying ChatBots in Rasa
VORTEX 2023: Proceedings of the 6th International Workshop on Verification and Monitoring at Runtime ExecutionPages 1–8https://doi.org/10.1145/3605159.3605855Chatbots are here to stay, and are going to be deployed in various application domains. Unfortunately, amongst them, there are safety-critical ones. Thus, we need a way to guarantee our chatbots will always behave as expected. In this paper, we ...
- research-articleJune 2023
A methodological approach to enable natural language interaction in an Intelligent Tutoring System
AbstractIn this paper, we present and evaluate the recent incorporation of a conversational agent into an Intelligent Tutoring System (ITS), using the open-source machine learning framework Rasa. Once it has been appropriately trained, this ...
Highlights- Conversational toolkits provide the required support to develop C-ITS.
- ...
- ArticleApril 2023
Identifying Dominant Emotion in Positive and Negative Groups of Navarasa Using Functional Brain Connectivity Patterns
AbstractNatyashastra is an ancient wisdom of Indian performing arts, written by Bharat Muni, and remarkable for its Rasa theory. Rasa means nectar, the sentiments or emotion felt by the spectator while watching a performance. There are nine Rasas (nine ...
- research-articleSeptember 2022
Natural language query formalization to SPARQL for querying knowledge bases using Rasa
Progress in Artificial Intelligence (PRAI), Volume 11, Issue 3Pages 193–206https://doi.org/10.1007/s13748-021-00271-1AbstractThe idea of data to be semantically linked and the subsequent usage of this linked data with modern computer applications has been one of the most important aspects of Web 3.0. However, the actualization of this aspect has been challenging due to ...
- research-articleJanuary 2022
Proposal of algorithms to make up for lost school and university years in post-conflict African countries in the face of Covid-19: case of the Central African Republic
International Journal of Mobile Learning and Organisation (IJMLO), Volume 16, Issue 4Pages 507–525https://doi.org/10.1504/ijmlo.2022.125969The 12 years of politico-military crises in the Central African Republic (CAR), has created an educational social imbalance in the rural areas of CAR compared to the capital city of Bangui. In some rural areas of CAR, children have not attended school ...
- research-articleJuly 2021
FU Covid-19 AI Agent built on Attention algorithm using a combination of Transformer, ALBERT model, and RASA framework
ICSCA '21: Proceedings of the 2021 10th International Conference on Software and Computer ApplicationsPages 22–31https://doi.org/10.1145/3457784.3457788Potentialized by Natural Language Processing (NLP) technology, we can build a chatbot or an AI Agent to automatically address the need to automatically get credible and timely information, especially in the fight against epidemics. However, Vietnamese ...
- research-articleJanuary 2021
Embedding Rasa in edge Devices: Capabilities and Limitations
Procedia Computer Science (PROCS), Volume 192, Issue CPages 109–118https://doi.org/10.1016/j.procs.2021.08.012AbstractOver the past few years, there has been a boost in the use of commercial virtual assistants. Obviously, these proprietary tools are well-performing, however the functionality they offer is limited, users are ”vendor-locked”, while possible user ...
- research-articleFebruary 2021
Building a Chatbot on a Closed Domain using RASA
NLPIR '20: Proceedings of the 4th International Conference on Natural Language Processing and Information RetrievalPages 144–148https://doi.org/10.1145/3443279.3443308In this study, we build a chatbot system in a closed domain with the RASA framework, using several models such as SVM for classifying intents, CRF for extracting entities and LSTM for predicting action. To improve responses from the bot, the kNN ...
- research-articleSeptember 2020
MSABot: A Chatbot Framework for Assisting in the Development and Operation of Microservice-Based Systems
ICSEW'20: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering WorkshopsPages 36–40https://doi.org/10.1145/3387940.3391501Microservice architecture (MSA) has become a popular architectural style. The main advantages of MSA include modularization and scalability. However, the development and maintenance of Microservice-based systems are more complex than traditional ...
- posterJuly 2020
Exploring Automated Q&A Support System for Maternal and Child Health in Rural India
COMPASS '20: Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable SocietiesPages 349–350https://doi.org/10.1145/3378393.3402281Providing effective and efficient maternal and child healthcare is a challenge across the world. The challenge is even higher in developing countries, like India, where the doctor-to-patient ratio does not meet WHO prescribed numbers. Inadequate access ...
- articleApril 2019
An Architectural Framework for Facebook Messenger Chatbot Enabled Home Appliance Control System
International Journal of Ambient Computing and Intelligence (IJACI-IGI), Volume 10, Issue 2Pages 18–33https://doi.org/10.4018/IJACI.2019040102The need to remotely control home appliances is an important aspect of home automation and is now receiving lot of attentions in the literature. The works so far are still at a development level making further research necessary. This article presents ...
- articleNovember 2006
A sketch of blissful actions and democracy based upon rasa
Contemporary democracy has given primacy to thought. Building up institutions on thought and reasoned discourse excludes out human actions derived not from thought that one thinks. Ordinary life is visited by emotion and passion. Such actions of unknown ...
- articleOctober 2004
Aesthetics of navigational performance in hypertext
A hypertext learner navigates with a instinctive feeling for a knowledge. The learner does not know her queries, although she has a feeling for them. A learner’s navigation appears as complete upon the emergence of an aesthetic pleasure, called rasa. ...