- members'
movie ratings and
movie reviews. It
contains about 11
million ratings for
about 8500 movies.
MovieLens was
created in 1997 by Group
Lens Research...
-
watched a
movie. Furthermore, they
found that parti****nts
showed an
enhanced likelihood of
rating movies when
ratings were
valuable to
MovieLens subgroups...
- the
construction of the "Group
Lens" recommender, a
Usenet article recommendation engine, and
MovieLens, a po****r
movie recommendation site used to study...
-
system can
start providing any
intelligent recommendations. For
example MovieLens, a web-based
recommender system for movies, asks the user to rate some...
- ****ociated with it. The
MovieLens graph schema is
detailed below. user--rated[stars:0-5]-->
movie user--occupation-->occupation
movie--category-->category...
-
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;...
- Biotechnol. 2: 69. doi:10.3389/fbioe.2014.00069. PMC 4261811. PMID 25540777. "
MovieLens recommendation engine with
OrientDB -
Pizza Connections".
Archived from...
-
Decision support system Music Genome Project Product finder Research Group
Lens Research MovieLens Netflix Prize ACM
Conference on
Recommender Systems v t e...
-
precisely than with
binary "like buttons". Many
recommender systems, such as
MovieLens or Amazon.com, ask
people to
express preferences using star ratings, then...
- item-based
collaborative filtering.
According to
experimental results on
MovieLens data, this
robust CF
approach preserves accuracy compared to
normal item-based...
