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Research Article
A Survey on Book Genre Prediction Methods from Summary
Aditya Krishnan1
Alwin Antony2
Durga Jayachandran3
Shoba T4
1234Computer Science, Adi Shankara Institute of Engineering and Technology, Kerala, India.
Published Online: May-June 2022
Pages: 250-253
Cite this article
No DOIReferences
[1]Avinash Navlani,KNN Classification Tutorial using Scikit-learn,Retrieved from https://www.datacamp.com/community/tutorials/knearest-neighbor-classification-scikitlearn?utm_source=adwords_ppc&utm_medium=cpc&utm_campaignid=1455363063&utm_adgroupid=65083631748&utm_device=c&u
tm_keyword=&utm_matchtype=&utm_network=g&utm_adpostion=&utm_creative=332602034364&utm_targetid=dsa429603003980&utm_loc_interest_ms=&utm_loc_physical_ms=9040212&gclid=CjwKCAjwur-SBhB6EiwA5sKtjmEwBv8_PGBRB2YtTksuzTnxFwVdwzOG5WkkRAi7g9qB4BKcS2TfhoCbVIQAvD_BwE
[2] JOUR, Shiroya, Parilkumar,Vaghasiya, Darshan,Soni, Meet,Panchal, Brijeshkumar, Book Genre Categorization Using Machine
Learning Algorithms (K-Nearest Neighbor, Support Vector Machine and Logistic Regression) using Customized Dataset, International
Journal of Computer Science and Mobile Computing,2021.
[3]Sicong, Liu Zihan Huang ,Yikang Li, Zhanlin Sun ,Jiahao Wu, Hongyi Zhang,DeepGenre: Deep Neural Networks for Genre
Classification in Literary Works ,Language Technologies Institute Carnegie Mellon University
[4]Varshit Battu,, Vishal Batchu, Rama Rohit Reddy,, Murali Krishna Reddy,Radhika Mamidi,Predicting the Genre and Rating of a Movie
Based on its Synopsis,International Institute of Information Technology Hyderabad.
[5]Aidan Finn , Nicholas Kushmerick,Learning to classify documents according to genre,Smart Media Institute, Department of Computer Science, University College Dublin
[6]Dr. S. Rama Krishna,Dr. S. V. Vasantha,K. Mani Deep,Survey on Fake News Detection using Machine learning Algorithms,International
Journal of Engineering Research & Technology (IJERT).
[7]Meenakshi,Machine Learning Algorithms and their Real-life Applications: A Survey,International Conference on Innovative Computing and Communication (ICICC 2020).
[8] Saloni Gupta(22 Jun, 2021),Decision Tree, Retrieved from https://www.geeksforgeeks.org/decision-tree/
[9] https://www.javatpoint.com/k-nearest-neighbor-algorithm-for-machine-learning
[10] http://www.cs.cmu.edu/~dbamman/booksummaries.html
[11] Prateek Joshi, Predicting Movie Genres using NLP-An Awesome Introduction to Multi-label Classification,available:-
https://www.analyticsvidhya.com/blog/2019/04/predicting-movie-genres-nlp-multi-label-classification/
[12] Akshay Bhatia, Book-Genre-Classification, available at:https://github.com/akshaybhatia10/Book-Genre-Classification
[13]David Bamman and Noah Smith (2013), "New Alignment Methods for Discriminative Book Summarization," [ArXiv]
booksummaries.tar.gz [17M]
[14] Aditi Mittal(Oct 12, 2019), Understanding RNN and LSTM, Retrieved from Understanding RNN and LSTM. What is Neural Network?
| by Aditi Mittal | Medium
tm_keyword=&utm_matchtype=&utm_network=g&utm_adpostion=&utm_creative=332602034364&utm_targetid=dsa429603003980&utm_loc_interest_ms=&utm_loc_physical_ms=9040212&gclid=CjwKCAjwur-SBhB6EiwA5sKtjmEwBv8_PGBRB2YtTksuzTnxFwVdwzOG5WkkRAi7g9qB4BKcS2TfhoCbVIQAvD_BwE
[2] JOUR, Shiroya, Parilkumar,Vaghasiya, Darshan,Soni, Meet,Panchal, Brijeshkumar, Book Genre Categorization Using Machine
Learning Algorithms (K-Nearest Neighbor, Support Vector Machine and Logistic Regression) using Customized Dataset, International
Journal of Computer Science and Mobile Computing,2021.
[3]Sicong, Liu Zihan Huang ,Yikang Li, Zhanlin Sun ,Jiahao Wu, Hongyi Zhang,DeepGenre: Deep Neural Networks for Genre
Classification in Literary Works ,Language Technologies Institute Carnegie Mellon University
[4]Varshit Battu,, Vishal Batchu, Rama Rohit Reddy,, Murali Krishna Reddy,Radhika Mamidi,Predicting the Genre and Rating of a Movie
Based on its Synopsis,International Institute of Information Technology Hyderabad.
[5]Aidan Finn , Nicholas Kushmerick,Learning to classify documents according to genre,Smart Media Institute, Department of Computer Science, University College Dublin
[6]Dr. S. Rama Krishna,Dr. S. V. Vasantha,K. Mani Deep,Survey on Fake News Detection using Machine learning Algorithms,International
Journal of Engineering Research & Technology (IJERT).
[7]Meenakshi,Machine Learning Algorithms and their Real-life Applications: A Survey,International Conference on Innovative Computing and Communication (ICICC 2020).
[8] Saloni Gupta(22 Jun, 2021),Decision Tree, Retrieved from https://www.geeksforgeeks.org/decision-tree/
[9] https://www.javatpoint.com/k-nearest-neighbor-algorithm-for-machine-learning
[10] http://www.cs.cmu.edu/~dbamman/booksummaries.html
[11] Prateek Joshi, Predicting Movie Genres using NLP-An Awesome Introduction to Multi-label Classification,available:-
https://www.analyticsvidhya.com/blog/2019/04/predicting-movie-genres-nlp-multi-label-classification/
[12] Akshay Bhatia, Book-Genre-Classification, available at:https://github.com/akshaybhatia10/Book-Genre-Classification
[13]David Bamman and Noah Smith (2013), "New Alignment Methods for Discriminative Book Summarization," [ArXiv]
booksummaries.tar.gz [17M]
[14] Aditi Mittal(Oct 12, 2019), Understanding RNN and LSTM, Retrieved from Understanding RNN and LSTM. What is Neural Network?
| by Aditi Mittal | Medium
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