Questions tagged [recommender-system]

Everything related to recommender systems

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Learning similarity of representations

I am interested in a framework for learning the similarity of different input representations based on some common context. I have looked into word2vec, SVD and other recommender systems, which does ...
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2answers
263 views

How to match a user with other users with similar interests based on their attributes?

Information Available Consider, there are 'n' users and they have these attributes and values ...
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1answer
33 views

Is it possible to implement a Recommender System without having a ratings/previous purchases similar data?

I'm trying to implement a recommender system for a website that hosts a wide variety of software and you can search the website to find what you need. The need is to implement a recommender system to ...
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1answer
253 views

Which recommender system approach is good with high sparsity in user?

I'm building a recommendation system, but my data has high sparsity. In most of my data, each user gives one feedback, for one item. For example, I have 10 items and 15 users, I have 3 feedbacks, ...
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1answer
1k views

Best way to extract information from text description and match it with set of words

I have 10k records of data, each record represents a unique product(10k class labels) and its description. For example, "Coffee Maker, this product takes coffee beans and brew it, to make tasty cofe". ...
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2answers
84 views

New to Data Science - What to use when looking for a pattern/relationship between items and an outcome

I am new to data science and I am hoping I can start applying it to my job. I have watched some videos on places like Udemy for Machine Learning and Python etc. Anyway, I have a task but I am not ...

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