Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recommender systems are widely used applications to solve the problems of information overload, usually on bsites. A ll-known problem of recommender systems is the problem of cold start, which is caused by the lack of data. A recommendation system can only produce good recommendations after it has accumulated enough data The problem becomes even more challenging when the recommender system comes to deal with new products or the products have not been evaluated by consumers.  addresses this problem based on a comparison of product specifications, experiments re conducted in the recommendation domain of digital cameras.
['Silvana Aciar', 'Gabriela Aciar', 'Debbie Zhang']
I am writing a research paper on a idea Comparing product specifications to solve the cold start problem in a recommender system
[{"from": "human", "value": "I am writing a research paper on a idea Comparing product specifications to solve the cold start problem in a recommender system"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recommender systems are widely used applications to solve the problems of information overload, usually on bsites. A ll-known problem of recommender systems is the problem of cold start, which is caused by the lack of data. A recommendation system can only produce good recommendations after it has accumulated enough data The problem becomes even more challenging when the recommender system comes to deal with new products or the products have not been evaluated by consumers.  addresses this problem based on a comparison of product specifications, experiments re conducted in the recommendation domain of digital cameras."}]