Papers by Moshood Ibitowa
Title-based book classification system is a web based system which can classify books into thirty... more Title-based book classification system is a web based system which can classify books into thirtytwo (32) different genres by their title. Most libraries have the e-library section where information or documents can be obtain. However, the large amount of books or digital information and resources available has made document retrieval in our libraries difficult. Hence the aim of this project is to classify books into genres. With an ever increasing book available it has been difficult and cumbersome to manually categorize books according to their types. Several research has been done on classification of books, however it is important to extend existing by adopting another approach to classification of books into genres using the title from books. The system was developed with the Recurrent Neural Network (RNN) using Long Short Term Memory (LSTMs) which allow it to take care of long term dependency of a sentence by giving the freedom in choosing and making the model learn what to memorize, what to leave and what to add to it.
Title-based Book Classification System, 2019
Title-based book classification system is a web based system which can classify books into thirty... more Title-based book classification system is a web based system which can classify books into thirtytwo (32) different genres by their title. Most libraries have the e-library section where information or documents can be obtain. However, the large amount of books or digital information and resources available has made document retrieval in our libraries difficult. Hence the aim of this project is to classify books into genres. With an ever increasing book available it has been difficult and cumbersome to manually categorize books according to their types. Several research has been done on classification of books, however it is important to extend existing by adopting another approach to classification of books into genres using the title from books. The system was developed with the Recurrent Neural Network (RNN) using Long Short Term Memory (LSTMs) which allow it to take care of long term dependency of a sentence by giving the freedom in choosing and making the model learn what to memorize, what to leave and what to add to it.
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Papers by Moshood Ibitowa