Browsing by Subject "NLP"

Now showing items 1-20 of 25

    • An advanced hospital rating system using machine learning and natural language processing 

      Tamjid, Ali Asgar; Galpo, Gaurab Paul; Urmi, Khadija Begum; Chitto, Fatema Sadeque; Annafi, Sadia (Brac University, 2023-05)
      Bangladesh is the host of 255 public and 4,452 private hospitals. Unfortunately, there is no reliable metric or resource available online to determine which hospital is better. Patients and their peers often find it ...

    • Affective social anthropomorphic intelligent system 

      Mamun, Md. Adyelullahil; Abdullah, Hasnat Md. (Brac University, 2021-01)
      At present, intelligent virtual assistants (IVA) are not only about delivering the functionalities and increasing their performances; they also need a socially interactive personality. As human conversational styles are ...

    • Analyzing CV/resume using natural language processing and machine learning 

      Reza, Md. Tanzim; Zaman, Md. Sakib (BRAC University, 2017)
      This paper proposes a model of extracting important information from the semi-structured text format in a curriculum vitae or resume and ranking it according to the preference of the associated company and requirements. ...

    • Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles 

      Nadia, Mouri Hoque (Brac University, 2023-01)
      Recruitment process has become very crucial in the vast job market and being able to recruit effectively is a challenge. This is because, there is a scarcity of suitable candidates for any particular job opening. Moreover, ...

    • Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm 

      Haider, Mofiz Mojib; Hossin, Md. Arman; Mahi, Hasibur Rashid (Brac University, 2020-04)
      The significance of text summarization in the Natural Language Processing (NLP) community has now expanded because of the staggering increase in virtual textual materials. Text summary is the process created from one or ...

    • Automation requirements engineering using machine learning 

      Abid, Md.Mehedy Hasan; Tanna, Rubaya Neshat; Noyon, Mahbubur Rahman; Masud, Jahidul Hasan; Akter, Tahmina (Brac University, 2021-09)
      Machine learning algorithms help to automate the process in many di erent problem domains. In the eld of Software engineering. Requirement engineering is one of the rst stages of software development. This research ...

    • AVCL: Audio Video clustering for learning Conversation labeling using Neural Network and NLP 

      Chowdhury, Salman Mostafiz; Rohid, Ali Ahammed; Hussain, Rizwan; Mostafa, Chowdhury Sujana (Brac University, 2022-01)
      Audiovisual data is the most extensively used and abundantly distributed type of data on the internet in today’s information and communication age. However, the necessary audiovisual data is challenging to retrieve because ...

    • Conversational AI for companionship 

      Khan, Zakaria; Akash, Salauddin Md; Jamima, Afia Mobassira; Ishan, Isfar Hasan (Brac University, 2022-05)
      The conversational style of a human is estimated by humor, personality, voice tone, etc. These characteristics are necessary for virtual assistants that are artificially intelligent for conversation. This research ...

    • Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques 

      Al Taawab, Abdullah; Rahman, Mahfuzzur; Islam, Zawadul; Mustari, Nafisa (Brac University, 2022-05)
      Uprising a child is a psychological construct of parents, which is a combination of factors that evolves over time with the growth and development of the child. Parent ing style represents a set of strategies that have ...

    • An efficient handwritten Bangla character recognition system using computer vision and natural language processing 

      Aishi, Tanusree Das; Iltimas, Md. Seam; Wakil, Mirza Azwad; Barua, Pritam (Brac University, 2023-09)
      An efficient handwritten character recognition system for an alpha-syllabary language like Bangla has always been a challenging issue. Despite being in demand, the number of papers being conducted on this was very ...

    • Examining lexical and grammatical difficulties in Bengali language using NLP with machine learning 

      Afroz, Sazia; Susmoy, M. Samiur Rahman; Anjum, Farhan; Nowshin, Nadiya (Brac University, 2021-01)
      Speech is the most relevant form of communication between individuals whereas computer systems use basic form of text or images Speech synthesis deals with the artificial production of speech, and a Speech-to-Text (STT) ...

    • FakeDetect: Bangla fake news detection model based on different machine learning classifiers 

      Sraboni, Tasnuba; Uddin, Md. Rifat; Shahriar, Fahim; Rizon, Ruhit Ahmed; Polock, Shakib Ibna Shameem (Brac University, 2021-06)
      Information is power although fake information can have severe consequences when it gets viral. Living in the era of social media is like always getting influenced by the news of the online world even though it is fake. ...

    • Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach 

      Islam, Md. Nazmul; Al-Amin, Md.; Hassan, Md. Zaed; Islam, Tamzid (Brac University, 2024-01)
      The increasing number of elderly individuals living alone has emerged as a pressing global concern. Our research aims to address this issue by developing advanced modules that can be integrated into a system that enhances ...

    • Human sentiment analysis using natural language processing 

      Shamya, Md. Shamiul Haque Khan; Fahim, Md. Shariar Hossain; Khan, Niaz Makhdum; Monir, K.M Mahfuzul; Hussain, Mubasshir (Brac University, 2023-05)
      "Emotion is something that roams with us, the vibrant tapestry of our human existence. People are frequently so emotionally motivated that we may get a peek of their emotions simply by observing them, listening to them, ...

    • A hybrid based model on LSTM-CNN to multi-class emotion analysis on social networking dataset 

      Chowdhury, Ibtehaz Ali; Dewan, Eshad; Jishan, TM Nafi z Mahmood; Kabir, Samiul; Mazumder, Joyasish (Brac University, 2021-01)
      Sentiment analysis from texts has been a major research eld in NLP. However, most of the studies are on binary (positive and negative) classi cation of the texts. While researching, we found that the accuracy of multi-class ...

    • A hybrid rumor detection model derived from a comparative study of supervised approaches 

      Aothoi, Mehzabin Sadat; Ahsan, Samin; Ahmed, Fardeen (Brac University, 2023-01)
      In the current age of social media, information spreads like wildfire. Unfortunately, this also means that misinformation or rumors can spread easily. The spread of this misinformation can have negative consequences for ...

    • Identifying code-mixed and code-switched hateful remarks on social media using NLP 

      Sinha, Sumaiya; Nawar, Naharin Siddiqui; Khan, Md. Abrar Faiaz (Brac University, 2024-05)
      Online bullying has prevailed for years in the vast cesspool that is commonly known as the online social media. Increasing use of social media and online communication has led to a rise in cyberbullying– which is often ...

    • The impact of artificial intelligence on the financial sector 

      Siddiqui, Ria (Brac University, 2024-02)
      This thesis examines the profound influence of artificial intelligence (AI) on the financial sector, analyzing its many effects on operations, risk management, and client experiences. By examining the incorporation of ...

    • Prediction of anxiety and depression among the transgender in Bangladesh 

      Easha, Ishrat Jahan; Faiza, Fairooz Afnad; Sadique, Mohammad Rafiuddin; Tabassum, Fatima; Uddin, Md. Rakib (Brac University, 2022-05)
      Today, mental health is as important as safety. It affects people directly and indirectly. Transgender people with mental health issues are often overlooked and in our nation, especially transgender women, suffer from ...

    • Research on the latest trends in Bangla named entity recognition 

      Farhan, Niloy; Joy, Saman Sarker; Mannan, Tafseer Binte (Brac University, 2023-05)
      Named Entity Recognition (NER) is a sub-task of Natural Language Processing (NLP) that distinguishes entities from unorganized text into predefined categorization. In recent years, a lot of Bangla NLP subtasks have received ...