NLP-based AI robot for intelligent interaction
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.
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| Langue: | English |
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Brac University
2024
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| Accès en ligne: | http://hdl.handle.net/10361/22757 |
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10361-227572024-05-07T21:02:12Z NLP-based AI robot for intelligent interaction Dastagir, Golam Hossain, Khaled Mushahed Haque, Md Mahfujul Gaffar, Raiyan Bin Rahman, Md. Khalilur Department of Computer Science and Engineering, Brac University Artificial intelligence Machine Learning Natural language processing Natural language processing (Computer science) Artificial intelligence This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024. Cataloged from PDF version of thesis. Includes bibliographical references (pages 43-44). The benefits and advantages of integrating AI, ML, and NLP into library services which can redefine how traditional libraries function are thoroughly discussed in this paper. The practical applications of ML and AI in library settings are also explored here. With challenges like information overload, evolving user expectations, the need for personalized experiences, and other similar issues raise the proposal for the development of an advanced library assistant. In our study, we have gone through different academic publications as well as examining different scenarios in which these implications will be able to enhance library operations. Also, the introduction of a responsive bot system in our study further extends the Library Assistant’s capabilities, which has made it possible to bridge the divide between physical and virtual library spaces. Our research comprehends the broad range of redefining the role of libraries in the digital age, with the envisioning towards a dynamic future where libraries will seamlessly blend tradition with innovation. This paper presents an in-depth analysis regarding how the system is able to enhance the library mechanism by providing perception into user sentiment as well as enabling an efficient book discovery. We have provided particular consideration to instructive case studies, project execution, and theoretical frameworks. The paper also emphasizes the unique role that is done by the librarians, acknowledging their ethical decision-making capabilities as well as emotional intelligence which is not possible by any robot or assistant system. By combining all of this intensive study, we hope to highlight the important influence that AI and NLP technologies may have on library operations. The proper combination of AI technologies could indeed contribute to major technical advances for libraries, putting them at the forefront of society’s growth throughout this digital transition. Golam Dastagir Khaled Mushahed Hossain Md Mahfujul Haque Raiyan Bin Gaffar B.Sc. in Computer Science and Engineering 2024-05-07T06:27:09Z 2024-05-07T06:27:09Z ©2024 2024-01 Thesis ID: 20101493 ID: 20101297 ID: 20101445 ID: 20101056 http://hdl.handle.net/10361/22757 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 56 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Artificial intelligence Machine Learning Natural language processing Natural language processing (Computer science) Artificial intelligence |
| spellingShingle |
Artificial intelligence Machine Learning Natural language processing Natural language processing (Computer science) Artificial intelligence Dastagir, Golam Hossain, Khaled Mushahed Haque, Md Mahfujul Gaffar, Raiyan Bin NLP-based AI robot for intelligent interaction |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024. |
| author2 |
Rahman, Md. Khalilur |
| author_facet |
Rahman, Md. Khalilur Dastagir, Golam Hossain, Khaled Mushahed Haque, Md Mahfujul Gaffar, Raiyan Bin |
| format |
Thesis |
| author |
Dastagir, Golam Hossain, Khaled Mushahed Haque, Md Mahfujul Gaffar, Raiyan Bin |
| author_sort |
Dastagir, Golam |
| title |
NLP-based AI robot for intelligent interaction |
| title_short |
NLP-based AI robot for intelligent interaction |
| title_full |
NLP-based AI robot for intelligent interaction |
| title_fullStr |
NLP-based AI robot for intelligent interaction |
| title_full_unstemmed |
NLP-based AI robot for intelligent interaction |
| title_sort |
nlp-based ai robot for intelligent interaction |
| publisher |
Brac University |
| publishDate |
2024 |
| url |
http://hdl.handle.net/10361/22757 |
| work_keys_str_mv |
AT dastagirgolam nlpbasedairobotforintelligentinteraction AT hossainkhaledmushahed nlpbasedairobotforintelligentinteraction AT haquemdmahfujul nlpbasedairobotforintelligentinteraction AT gaffarraiyanbin nlpbasedairobotforintelligentinteraction |
| _version_ |
1814307824185901056 |