members' movie ratings and movie reviews. It contains about 11 million ratings for about 8500 movies. MovieLens was created in 1997 by GroupLens Research...
12 KB (1,461 words) - 23:15, 16 February 2024
the construction of the "GroupLens" recommender, a Usenet article recommendation engine, and MovieLens, a popular movie recommendation site used to study...
33 KB (3,181 words) - 23:00, 25 June 2024
system can start providing any intelligent recommendations. For example MovieLens, a web-based recommender system for movies, asks the user to rate some...
29 KB (3,713 words) - 09:21, 2 August 2024
watched a movie. Furthermore, they found that participants showed an enhanced likelihood of rating movies when ratings were valuable to MovieLens subgroups...
32 KB (4,122 words) - 14:37, 19 May 2024
Decision support system Music Genome Project Product finder Research GroupLens Research MovieLens Netflix Prize ACM Conference on Recommender Systems v t e...
18 KB (2,546 words) - 20:40, 26 December 2023
conference on Research and development in information retrieval. pp. 225–231. "MovieLens dataset". September 6, 2013. Chen, Hung-Hsuan; Chung, Chu-An; Huang, Hsin-Chien;...
91 KB (10,335 words) - 09:32, 12 August 2024
Decision support system Music Genome Project Product finder Research GroupLens Research MovieLens Netflix Prize ACM Conference on Recommender Systems v t e...
27 KB (3,290 words) - 03:25, 31 July 2024
training rating is a quadruplet of the form <user, movie, date of grade, grade>. The user and movie fields are integer IDs, while grades are from 1 to...
25 KB (2,882 words) - 02:40, 28 February 2024
item-based collaborative filtering. According to experimental results on MovieLens data, this robust CF approach preserves accuracy compared to normal item-based...
5 KB (662 words) - 06:51, 25 July 2016
Decision support system Music Genome Project Product finder Research GroupLens Research MovieLens Netflix Prize ACM Conference on Recommender Systems v t e...
12 KB (1,747 words) - 05:07, 24 April 2024