Arabic Educational Neural Network Chatbot
Chatbots (machine-based conversational systems) have grown in popularity in recent years. Chatbots powered by artificial intelligence (AI) are sophisticated technologies that replicate human communication in a range of natural languages. A chatbot’s primary purpose is to interpret user inquiries and...
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| Other Authors: | , |
| Published: |
2023
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| Online Access: | https://bspace.buid.ac.ae/handle/1234/3004 https://doi.org/10.18576/isl/120654. |
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| _version_ | 1862980617682026496 |
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| author | A. Alazzam, Bayan |
| author2 | Alkhatib, Manar Shaalan, Khaled |
| author2_role | author author |
| author_facet | A. Alazzam, Bayan Alkhatib, Manar Shaalan, Khaled |
| author_role | author |
| dc.creator.none.fl_str_mv | A. Alazzam, Bayan Alkhatib, Manar Shaalan, Khaled |
| dc.date.none.fl_str_mv | 2023 2025-05-13T14:59:54Z 2025-05-13T14:59:54Z |
| dc.identifier.none.fl_str_mv | “Arabic Educational Neural Network Chatbot” (2023) Information Sciences Letters, 12(6), pp. 2579–2589. 2090-9551, 2090-9551 https://bspace.buid.ac.ae/handle/1234/3004 https://doi.org/10.18576/isl/120654. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | Information Sciences Letters An International Journal |
| dc.relation.none.fl_str_mv | Information Sciences Lettersv12 n6 (20230601): 2579-2589 |
| dc.subject.none.fl_str_mv | Chatbot; Arabic Language; Artificial intelligent; Neural network. |
| dc.title.none.fl_str_mv | Arabic Educational Neural Network Chatbot |
| dc.type.none.fl_str_mv | Article |
| description | Chatbots (machine-based conversational systems) have grown in popularity in recent years. Chatbots powered by artificial intelligence (AI) are sophisticated technologies that replicate human communication in a range of natural languages. A chatbot’s primary purpose is to interpret user inquiries and give relevant, contextual responses. Chatbot success has been extensively reported in a number of widely spoken languages; nonetheless, chatbots have not yet reached the predicted degree of success in Arabic. In recent years, several academics have worked to solve the challenges of creating Arabic chatbots. Furthermore, the development of Arabic chatbots is critical to our attempts to increase the use of the language in academic contexts. Our objective is to install and create an Arabic chatbot that will help the Arabic language in the area of education. To begin implementing the chabot, we collected datasets from Arabic educational websites and had to prepare these data using the NLP methods. We then used this data to train the system using a neural network model to create an Arabic neural network chabot. Furthermore, we found relevant research, conducted earlier investigations, and compared their findings by searching Google scholar and looking through the linked references. Data was gathered and saved in a json file. Finally, we programmed the chabot and the models in Python. As a consequence, an Arabic chatbot answers all questions about educational regulations in the United Arab Emirates. |
| id | budr_f82db8ba77639df505cad3c68c2f6f35 |
| identifier_str_mv | “Arabic Educational Neural Network Chatbot” (2023) Information Sciences Letters, 12(6), pp. 2579–2589. 2090-9551, 2090-9551 |
| language_invalid_str_mv | en |
| network_acronym_str | budr |
| network_name_str | The British University in Dubai repository |
| oai_identifier_str | oai:bspace.buid.ac.ae:1234/3004 |
| publishDate | 2023 |
| publisher.none.fl_str_mv | Information Sciences Letters An International Journal |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Arabic Educational Neural Network ChatbotA. Alazzam, BayanAlkhatib, ManarShaalan, KhaledChatbot; Arabic Language; Artificial intelligent; Neural network.Chatbots (machine-based conversational systems) have grown in popularity in recent years. Chatbots powered by artificial intelligence (AI) are sophisticated technologies that replicate human communication in a range of natural languages. A chatbot’s primary purpose is to interpret user inquiries and give relevant, contextual responses. Chatbot success has been extensively reported in a number of widely spoken languages; nonetheless, chatbots have not yet reached the predicted degree of success in Arabic. In recent years, several academics have worked to solve the challenges of creating Arabic chatbots. Furthermore, the development of Arabic chatbots is critical to our attempts to increase the use of the language in academic contexts. Our objective is to install and create an Arabic chatbot that will help the Arabic language in the area of education. To begin implementing the chabot, we collected datasets from Arabic educational websites and had to prepare these data using the NLP methods. We then used this data to train the system using a neural network model to create an Arabic neural network chabot. Furthermore, we found relevant research, conducted earlier investigations, and compared their findings by searching Google scholar and looking through the linked references. Data was gathered and saved in a json file. Finally, we programmed the chabot and the models in Python. As a consequence, an Arabic chatbot answers all questions about educational regulations in the United Arab Emirates.Information Sciences Letters An International Journal2025-05-13T14:59:54Z2025-05-13T14:59:54Z2023Article“Arabic Educational Neural Network Chatbot” (2023) Information Sciences Letters, 12(6), pp. 2579–2589.2090-9551, 2090-9551https://bspace.buid.ac.ae/handle/1234/3004https://doi.org/10.18576/isl/120654.enInformation Sciences Lettersv12 n6 (20230601): 2579-2589oai:bspace.buid.ac.ae:1234/30042025-05-13T15:03:34Z |
| spellingShingle | Arabic Educational Neural Network Chatbot A. Alazzam, Bayan Chatbot; Arabic Language; Artificial intelligent; Neural network. |
| title | Arabic Educational Neural Network Chatbot |
| title_full | Arabic Educational Neural Network Chatbot |
| title_fullStr | Arabic Educational Neural Network Chatbot |
| title_full_unstemmed | Arabic Educational Neural Network Chatbot |
| title_short | Arabic Educational Neural Network Chatbot |
| title_sort | Arabic Educational Neural Network Chatbot |
| topic | Chatbot; Arabic Language; Artificial intelligent; Neural network. |
| url | https://bspace.buid.ac.ae/handle/1234/3004 https://doi.org/10.18576/isl/120654. |