Proceedings ArticleDOI
Enhancing Community Interactions with Data-Driven Chatbots--The DBpedia Chatbot
Ram G. Athreya,Axel-Cyrille Ngonga Ngomo,Ricardo Usbeck +2 more
- pp 143-146
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TLDR
The DBpedia chatbot is introduced, a knowledge-graph-driven chatbot designed to optimize community interaction that was designed for integration into community software to facilitate the answering of recurrent questions.Abstract:
In this demo, we introduce the DBpedia chatbot, a knowledge-graph-driven chatbot designed to optimize community interaction. The bot was designed for integration into community software to facilitate the answering of recurrent questions. Four main challenges were addressed when building the chatbot, namely (1) understanding user queries, (2) fetching relevant information based on the queries, (3) tailoring the responses based on the standards of each output platform (i.e. Web, Slack, Facebook) as well as (4) developing subsequent user interactions with the DBpedia chatbot. With this demo, we will showcase our solutions to these four challenges.read more
Citations
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Book ChapterDOI
Chatbot: An Education Support System for Student
TL;DR: It has been realized a system that can detect the questions and thanks to the use of natural language processing techniques and the ontologies of domain, gives the answers to student.
Journal ArticleDOI
Towards a Question Answering System over the Semantic Web
TL;DR: In this paper, the authors introduce a new approach for translating natural language questions to SPARQL queries, which is able to query several knowledge bases simultaneously, in different languages, and can easily be ported to other knowledge bases and languages.
Journal ArticleDOI
KBot : a Knowledge graph based chatBot for natural language understanding over linked data
Addi Ait-Mlouk,Lili Jiang +1 more
TL;DR: This work designs and develops an architecture to provide an interactive user interface and proposes a machine learning approach based on intent classification and natural language understanding to understand user intents and generate SPARQL queries to extend the chatbot capabilities by understanding analytical queries.
Proceedings ArticleDOI
A Survey on Evaluation Methods for Chatbots
Wari Maroengsit,Thanarath Piyakulpinyo,Korawat Phonyiam,Suporn Pongnumkul,Pimwadee Chaovalit,Thanaruk Theeramunkong +5 more
TL;DR: A survey on the three subprocesses in the chatbot architecture: text processing, semantic understanding, and response generation, conducted with classification of chatbot evaluation methods and their analysis according to chatbot types and three main evaluation schemes; content evaluation, user satisfaction, and chat function.
Journal ArticleDOI
IntelliBot: A Dialogue-based chatbot for the insurance industry
TL;DR: IntelliBot is proposed, which is a response-generating dialogue-based chatbot that uses multiple strategies to generate a response and demonstrates IntelliBot’s superiority in engaging with the user and providing a complete answer in the insurance domain.
References
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Journal ArticleDOI
ELIZA — a computer program for the study of natural language communication between man and machine
TL;DR: A discussion of some psychological issues relevant to the ELIZA approach as well as of future developments concludes the paper.
Journal ArticleDOI
DBpedia - A Large-scale, Multilingual Knowledge Base Extracted from Wikipedia
Jens Lehmann,Robert Isele,Max Jakob,Anja Jentzsch,Dimitris Kontokostas,Pablo N. Mendes,Sebastian Hellmann,Mohamed Morsey,Patrick van Kleef,Sören Auer,Sören Auer,Christian Bizer +11 more
TL;DR: An overview of the DBpedia community project is given, including its architecture, technical implementation, maintenance, internationalisation, usage statistics and applications, including DBpedia one of the central interlinking hubs in the Linked Open Data (LOD) cloud.
Proceedings ArticleDOI
DBpedia spotlight: shedding light on the web of documents
TL;DR: DBpedia Spotlight, a system for automatically annotating text documents with DBpedia URIs, is developed, and results are evaluated in light of three baselines and six publicly available annotation systems, demonstrating the competitiveness of the system.
Journal ArticleDOI
Survey on Chatbot Design Techniques in Speech Conversation Systems
TL;DR: This paper presents a survey on the techniques used to design Chatbots and a comparison is made between different design techniques from nine carefully selected papers according to the main methods adopted.
Proceedings ArticleDOI
OntBot: Ontology based chatbot
Hadeel Al-Zubaide,Ayman A. Issa +1 more
TL;DR: A new ontology based approach is proposed to model and operate chatbots (OntBot) that overcomes a number of traditional chatbots drawbacks including: the need to learn and use chatbot specific language, high botmaster interference, and the use of non-matured technology.