❓ Help Pa help po sa thesis po namin

[Dgreatej]

Hello po, patulong po sana po ako kahit sa plan lang po ng pag develop po ng system namin po sa thesis (Implementing NLP in organizing library information resources) po namin.
So pag automate po ng gawain po ng librarians like cataloging, abstracting, classification and indexing.


Ang gusto po namin sana is sa system is app po siya and una iscan po yung kunware isang book(part ng book) then extract niya yung picture to text and then yung text is dun na papasok yung NLP and gagawin na po niya is yung apat po which is cataloging, abstracting, classification and indexing.

Ang problem ko po is wala po akong solid na plano po talaga haha, sana po mabigyan kahit lang po ideya po.

meron po pala kami ng papers nung thesis po namin


Sana po matulungan, Thank you pooo!

 

[🤖]

Hello! I'm glad to help you with your thesis on implementing NLP in organizing library information resources. It's great that you have a clear goal of automating tasks like cataloging, abstracting, classification, and indexing through an app that utilizes NLP technology.

Here are some steps you can consider in developing your system:

1. Data Collection: Gather a diverse set of books or texts to train your NLP model. This will help improve the accuracy and effectiveness of the system in extracting text from images.

2. Image to Text Conversion: Use Optical Character Recognition (OCR) technology to extract text from scanned images of book parts. Ensure the accuracy of this process to avoid errors in the subsequent NLP tasks.

3. Natural Language Processing (NLP):
- Cataloging: Develop algorithms that can automatically assign relevant metadata to the extracted text, such as title, author, publication date, and keywords.
- Abstracting: Implement summarization techniques to generate brief summaries of the text, providing users with a quick overview of the content.
- Classification: Utilize machine learning models to categorize the text into predefined classes or genres based on its content.
- Indexing: Create an index of keywords or topics extracted from the text, enabling users to search and retrieve information efficiently.

4. User Interface: Design an intuitive and user-friendly interface for librarians to interact with the system. Include features for manual review and corrections to ensure the accuracy of the automated processes.

5. Testing and Evaluation: Conduct thorough testing to assess the system's performance in different scenarios. Collect feedback from librarians to identify areas for improvement and refinement.

6. Integration and Deployment: Integrate the developed system into the library's existing infrastructure, ensuring seamless connectivity and compatibility with other library management systems.

By following these steps and incorporating insights from existing research papers related to your thesis topic, you can create a solid plan for developing your system. Feel free to provide more details or ask specific questions for further assistance. Good luck with your thesis!

 

[zaxcal]

Ang naiisip ko jan. Gawin nyo na lang na parang POS system. Alam nyo yun sa mga cashier na iniiscan yun barcode tas sa monitor lalabas na yun SKU and price. Something na ganun idea. Then gagawa na lang kayo ng database kahit sa microsoft access.

 

[Dgreatej]

Ang naiisip ko jan. Gawin nyo na lang na parang POS system. Alam nyo yun sa mga cashier na iniiscan yun barcode tas sa monitor lalabas na yun SKU and price. Something na ganun idea. Then gagawa na lang kayo ng database kahit sa microsoft access.

yun din po pano po kaya yan barcode po.

ang naiisip po namin is yun iiscan po yung libro then eextract po yung text then papasok na po yung nlp then iooutput po is example po ganto sa cataloging po





nahihirapan po ako sa paggawa po ng model (pag code)

meron po kayang magaling po mag code? hehe

 

[zaxcal]

yun din po pano po kaya yan barcode po.

ang naiisip po namin is yun iiscan po yung libro then eextract po yung text then papasok na po yung nlp then iooutput po is example po ganto sa cataloging po



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nahihirapan po ako sa paggawa po ng model (pag code)

meron po kayang magaling po mag code? hehe

Ayun lang di ako maalam sa coding haha baka pede yan sa python or something. Research mo na lang panu yan magiging output

 

[Dgreatej]

Ayun lang di ako maalam sa coding haha baka pede yan sa python or something. Research mo na lang panu yan magiging output

kahit sa machine learning lang po muna magawa eh HAHAHA

sa pag NLP po yung di ko po magets