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Browsing by Subject "Natural language processing"

Browsing by Subject "Natural language processing"

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  • Bengali Abstractive Text Summarization Using Deep Learning 
    Talukder, Md. Ashraful Islam; Masum, Abu Kaisar Mohammad (Daffodil International University, 2019-12)
    A human can describe his mood with the help of text. Therefore understanding the meaning of the text is very important. Sometimes, it is hard to understand the meaning of those texts, alongside this is also time consuming. ...
  • Bengali Abstractive Text Summarization Using Sequence to Sequence RNNs 
    Talukder, Md Ashraful Islam; Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Faisal, Fahad; Hossain, Syed Akhter (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-07-08)
    Text summarization is one of the leading problem of natural language processing and deep learning in recent years. Text summarization contains a condensed short note on a large text document. Our purpose is to create an ...
  • A Bengali Text Generation Approach in Context of Abstractive Text Summarization Using RNN 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Islam, Md. Sanzidul; Faisal, Fahad; Hossain, Syed Akhter (Lecture Notes in Networks and Systems, Springer, 2020-03-04)
    Automatic text summarization is one of the mentionable research areas of natural language processing. The amount of data is increasing rapidly, and the necessity of understanding the gist of any text is just a mandatory ...
  • Combating Domestic Violence during COVID-19 Pandemic in Bangladesh 
    Hossain, Md. Elias; Najib, Arshadina Umara; Islam, Md. Zahidul (23rd International Conference on Computer and Information Technology (ICCIT), IEEE, 2021-04-06)
    Domestic violence (DV) is not new. Yet, researchers and human rights experts are reporting an alarming rise in DV against women since countries began locking down areas to stop the virus from spreading. They are now calling ...
  • Detection of Fake News with Natural Language Processing 
    Hossain, Fahmida (©Daffodil International University, 2022-01-22)
    In recent years sharing information through internet and various social platform has increased rapidly. It is very hard to find the credibility of those information. People are sharing news without knowing the proper fact. ...
  • Detection of Suicidal Ideation on Social Media Profiles Using Machine Learning Techniques 
    Hossain, Sabbir (23-01-18)
    Nowadays, due to numerous reasons like the nuclear family, peer pressure for fake prestige, impatience mindset, and mental pressure has become a usual trait in every person. When someone finishes their own life, we say ...
  • An Exploratory Research on Grammar Checking of Bangla Sentences Using Statistical Language Models 
    Rahman, M. D. Riazur; Habib, M. D. Tarek; Rahman, M. D. Sadekur; Islam, Gazi Zahirul; Khan, M. D. Abbas Ali (International Journal of Electrical and Computer Engineering, 2020)
    N-gram based language models are very popular and extensively used statistical methods for solving various natural language processing problems including grammar checking. Smoothing is one of the most effective techniques ...
  • An Extensive Approach of Converting Chittagonian to Standard Bangla 
    Chowdhury, Sinthia; Remal, Deawan Rakin Ahamed (Daffodil International University, 2022-01-02)
    The demand of language translation is growing rapidly. Modern technology is offering the translation service for several languages. But the translation of different Bengali dialects is not very well explored filled in ...
  • A heuristic approach of text summarization for Bengali documentation 
    Abujar, Sheikh; Hasan, Mahmudul; Shahin, M.S.I; Hossain, Syed Akhter (IEEE Xplore, 2017-12-14)
    Automated Text Summarization is a technique of summarizing any document or text automatically. Summarized text is the concise form of the given text. In Natural language processing many text summarization techniques are ...
  • Holy Quran Recitation Recognition Using NLP 
    Ullah, Akm Sifath; Hossain, Md Sazzad; Hridoy, Mazharul Islam (Daffodil International University, 2021-10-30)
    Holy Quran Recitation Learning using Natural language Processing is a researchbased project and the main goal of the project is to help Muslims to learn the Quran more efficiently. While reciting the Holy Quran, Ahkam ...
  • Hotel Review Analysis for the Prediction of Business Using Deep Learning Approach 
    Hossen, Md. Sagar; Jony, Anik Hassan; Tabassum, Tasfia; Islam, Md. Tanvir; Rahman, Md Mahfujur; Khatun, Tania (International Conference on Artificial Intelligence and Smart Systems (ICAIS), IEEE, 2021-04-12)
    Sentiment analysis is a widely used topic in Natural Language Processing that allows identifying the opinions or sentiments from a given text. Social media is the scope for the customers to share their opinion over the ...
  • An Investigative Design of Optimum Stochastic Language Model for Bangla Autocomplete 
    Eyamin, Md.Iftakher Alam; Habib, Md. Tarek; Muhammad Ifte Khairul Islam; Rahman, Md. Sadekur; Khan, Md. Abbas Ali (Indonesian Journal of Electrical Engineering and Computer Science, 2019)
    Word completion and word prediction are two important phenomena in typing that have extreme effect on aiding disable people and students while using keyboard or other similar devices. Such autocomplete technique also helps ...
  • Machine Learning Approach to Find Students' Best Place to Study 
    Nooder, Jarin; Mahbuba, Ashrarfi; Sharmin, Shayla; Moon, Nazmun Nessa; Poushy, Lamisha Haque; Bhuiyan, Salauddin Ahmed; Nawshin, Samia (2021 2nd International Conference on Innovative and Creative Information Technology (ICITech), IEEE, 2021-11-15)
    Students are a country's backbone. The appropriate surroundings for studying must be provided for them. Of all these criteria, a place where you may locate the appropriate setting for your requirements is the most important. ...
  • Machine Learning Based Sentiment Analysis on Movie Reviews 
    Rahman, A. A. Md. Minhajur (Daffodil International University, 22-09-13)
    Sentiment analysis is a recent area of research where vast amounts of data are analyzed to offer insightful information about a particular subject. It is a strong instrument that can benefit organizations, customers, and ...
  • Modelling of Bangla Real Word Error Correction 
    Utsha, Rudra Sarker (Daffodil International University, 2022-01-30)
    This research project “Modelling of Bangla Real Word Error Correction” is a language model for finding real-word errors in a Bangla sentence and providing correction on the error word. This topic is now very relevant in ...
  • Natural Language Processing Based Advanced Method of Unnecessary Video Detection 
    Moon, Nazmun Nessa; Salehin, Imrus; Parvin, Masuma; Hasan, Md. Mehedi; Talha, Iftakhar Mohammad; Debnath, Susanta Chandra; Nur, Fernaz Narin; Saifuzzaman, Mohd. (International Journal of Electrical and Computer Engineering, 2021)
    In this study we have described the process of identifying unnecessary video using an advanced combined method of natural language processing and machine learning. The system also includes a framework that contains analytics ...
  • Natural Language Query to SQL: Dissecting the semantic word dependency graph 
    Abeer, Mahmud Sajjad (Daffodil International University, 2019-12)
    Data and Information is the core of Science and Technology. The more we are progressing the more data we are contributing to this vault which will be accessed by millions of people for further learning and uses. Now, the ...
  • Neural Network Based Bengali News Headline Multi Classification System 
    Khushbu, Sharun Akter; Masum, Abu Kaisar Mohammad; Hossain, Syed Akhter (11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020 , IEEE, 2020-07-01)
    The modern era is gradually developing in all sectors. Moreover, development is necessary to research. Accordingly natural language processing is the expanding area of process text. At present year, memorizing the data is ...
  • Recognizing Language and Emotional Tone from Music Lyrics Using IBM Watson Tone Analyzer 
    Marouf, Ahmed Al; Hossain, Rafayet; Sarker, Md. Rahmatul Kabir Rasel; Pandey, Bishwajeet; Siddiquee, Shah Md. Tanvir (Proceedings of 2019 3rd IEEE International Conference on Electrical, Computer and Communication Technologies, ICECCT 2023, IEEE, 2019-10-17)
    Music has a soothing impact on listener's mood and emotional states. Apart from the rhythm, sequence, instrumental effects on a song, lyrics could be considered as the most vital element. Lyricists' mood and affection ...
  • Recommendation Approach of English Songs Title Based on Latent Dirichlet Allocation Applied on Lyrics 
    Hossain, Rafayet; Sarker, Md. Rahmatul Kabir Rasel; Mimo, Mehejabin; Marouf, Ahmed Al; Pandey, Bishwajeet (Proceedings of 2019 3rd IEEE International Conference on Electrical, Computer and Communication Technologies, ICECCT 2019, IEEE, 2019-10-17)
    The significance of music has evolved due to the vast diversity of entertainment industry. Songs are the widely used entertainment segment that can influence directly to the heart of the listeners. Choosing a suitable title ...

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