MovieLens
MovieLens is a movie recommendation service developed by GroupLens Research at the University of Minnesota. It provides personalized movie recommendations based on users' ratings and reviews.
movies
recommendations
ratings
reviews
MovieLens: Personalized Movie Recommendations
A movie recommendation service offering personalized suggestions based on user ratings and reviews, developed by GroupLens Research at the University of Minnesota
What is MovieLens?
MovieLens is a non-commercial, movie recommendation service developed by the GroupLens research lab at the University of Minnesota. It operates a website that provides users with personalized movie recommendations based on how they have rated other movies in the past.
The purpose of MovieLens is to collect movie rating data in order to conduct research on personalized recommendation systems and technology. By analyzing users' movie ratings and reviews, GroupLens researchers are able to develop new algorithms for generating accurate, individualized movie recommendations.
Some key features of MovieLens include:
- Personalized movie recommendations based on collaborative filtering algorithms
- Movie ratings and reviews provided by users
- Dataset of movie ratings made available for academic research purposes
- Web interface and APIs for accessing movie recommendation data
Over the years, the MovieLens datasets have become a widely-used resource for recommendation system research. The service has over 280,000 users who have contributed over 35 million movie ratings and 1 million movie tag applications.
MovieLens Features
Features
- Personalized movie recommendations based on user ratings
- Movie ratings and reviews database
- Collaborative filtering algorithms
- Open source code and datasets
Pricing
- Open Source
Pros
Helps users discover new movies they may like
Uses proven algorithms to generate recommendations
Open source allows customization and experimentation
Provides datasets for research
Cons
Limited to movies only, no TV shows or other media
Biased towards movies rated by early adopters
Privacy concerns around data collection
Official Links
The Best MovieLens Alternatives
Top Video & Movies and Movie Recommendation and other similar apps like MovieLens
Here are some alternatives to MovieLens:
Suggest an alternative ❐
IMDb
IMDb (Internet Movie Database) is an online database of information related to films, television programs, home videos, video games, and streaming content online. It is one of the most popular online databases for movie, TV, and celebrity information.Some of the key features of IMDb include:Detailed information about movies and TV...
Letterboxd
Letterboxd is a popular social networking service and database focused on film. Launched in 2011, it allows users to log, rate and review films they have watched as well as discover new films to watch. With over 4 million users, Letterboxd has a vibrant community of passionate cinephiles.Some key features...
CineHub
CineHub is an open-source media server software designed for managing and streaming personal media libraries. It allows users to organize their collection of movies, TV shows, and home videos into a searchable catalog with rich metadata support.Some key features of CineHub include:Automatic library organization based on file names or folder...
Trakt.tv
Trakt.tv is a free online platform that allows users to track, rate, and review TV shows and movies. It synchronizes watch history, ratings, and other data across multiple devices and apps. Some key features of Trakt.tv include:Automatically track what TV shows and movies you are watching from media apps like...
Simkl
Simkl is a free platform that allows users to track TV shows and movies they are watching from different streaming services. It acts as an aggregator of all your viewing activity across platforms like Netflix, Hulu, Prime Video, etc.Some key features of Simkl include:Letting you log episodes of shows you...
MyMovieRack
MyMovieRack is a free, open source movie database application that allows users to easily catalog, organize, track, and manage their personal movie collections. Developed by Amol Kambli, MyMovieRack is designed specifically for movie enthusiasts who want to keep detailed records of their physical or digital movie libraries.Key features of MyMovieRack...
Movie Tip
Movie Tip is a recommendation engine designed specifically for suggesting movies. It allows users to rate films they have already seen and uses that data to provide customized recommendations of new movies to watch.The software has a clean, intuitive interface where users can browse and rate movies they've seen. They...
Showmaniac
Showmaniac is a desktop application designed to help you organize and manage your collection of TV shows. It provides the following key features:Library management - Import your existing TV show folders and Showmaniac will index all the metadata like episode names, descriptions, imagery, etc. You can mark shows as favorites...
Moviebase
Moviebase is desktop software designed for movie enthusiasts to organize and manage their personal movie collections. With Moviebase, users can create a customized database to catalog films by titles, genres, actors, ratings, release year, runtimes, and virtually any level of detail desired.Key features of Moviebase include:Add movies by searching online...
Taste.io
Taste.io is an intelligent recommendation platform that helps users discover new movies, TV shows, books, music, and more based on their unique tastes and preferences. It builds detailed user profiles by analyzing ratings, reviews, and viewing/listening histories to map out an individual's areas of interest.Taste.io then runs advanced machine learning...
Filmsomniac
Filmsomniac is a movie and TV tracking app and website that allows users to log, catalog, rate, and review films and shows they have watched. It goes beyond simple listing and rating by providing viewing statistics and insights into personal viewing habits and tastes.Users can keep track of every movie...
MovieTap
MovieTap is a movie and TV tracking and discovery app available on iOS and Android. It allows users to search through extensive databases of movies and shows to add titles to customizable watchlists. Users can create multiple watchlists to categorize what they want to watch, such as a list for...
Goodfilms
Goodfilms is a movie and TV show tracking and recommendation application. It allows users to log, rate, and write reviews for films and shows they have watched. Goodfilms keeps track of viewing history and uses that data to provide personalized statistics and recommendations for what to watch next.Key features of...
Tviso
Tviso is a virtual whiteboard and visual collaboration platform designed for agile teams. It provides a flexible infinite canvas where teams can diagram ideas, map out processes, design UIs and more.Key features of Tviso include:Real-time collaboration - Multiple people can edit the canvas at once, allowing teams to ideate and...
Suggestream
Suggestream is an AI-powered recommendation software designed to enhance user experience on media streaming platforms. It analyzes a user's watching behavior and preferences to provide highly personalized suggestions for videos, movies, TV shows and other content.The software uses advanced machine learning algorithms to study each user's interactions - what they...
TasteDive
TasteDive is a recommendation engine website and API designed to help users discover new entertainment options based on their existing interests. It functions by allowing users to enter a movie, musician, TV show, author, or video game that they already enjoy into the search bar.TasteDive then analyzes its database to...
Flixster
Flixster is a popular social movie site and app launched in 2006. It enables users to get local theater showtimes, read reviews, maintain a customized watchlist, rate movies and shows, and interact with friends. Key features of Flixster include:Local showtimes - Find nearby theaters and showtimes for current and upcoming...
MovieTracker
MovieTracker is a software application designed to help users track, organize, rate, and discover movies. It allows users to create custom watchlists of movies they want to see, movies they have already seen, favorites lists, and more. Users can rate and write reviews for movies in their library.Key features of...
Movix
Movix is an easy-to-use yet powerful video making and editing software aimed at small businesses, marketers, and content creators. With Movix, you can quickly turn your ideas into professional-looking videos without advanced technical skills.Some key features include:Intuitive drag-and-drop interface to easily add video clips, images, text, logos, and more onto...
Criticker
Criticker is a popular movie recommendation and tracking website launched in 2008. It allows users to rate and review films they have seen, track films they want to see, and receive personalized movie recommendations based on their tastes.A key feature of Criticker is its proprietary algorithm that analyzes user ratings...
Myshows.me
Myshows.me is a free online service designed to help users track the TV shows they are watching or interested in watching. It allows users to create an account and add shows to customized lists to stay organized.Some key features of Myshows.me include:Add shows to lists like Watching, Completed, On-Hold, Dropped,...
Ratehouse
RateHouse is a comprehensive yet easy-to-use online invoicing and time tracking software designed specifically for freelancers, consultants, designers, developers and other small service-based businesses. With RateHouse, users can:Create professional-looking invoices in minutes with custom templatesTrack time spent on client projects with automatic time logging using the desktop appGet paid online...
Cinemate
Cinemate is a user-friendly video editing software aimed at beginners and hobbyists looking to create short films, video projects, family movies, travel videos, YouTube content and more. It comes with an intuitive drag-and-drop timeline interface that makes splicing video clips, applying transitions, adding text, music and effects very simple.Some of...
A Good Movie to Watch
A Good Movie to Watch is a cutting-edge movie recommendation platform available as both a website and mobile app. It aims to solve the common problem of spending more time searching for something to watch than actually watching. The service provides highly personalized suggestions from a vast catalog of films...
TasteDroid
TasteDroid is an open-source music recommendation app for Android. It utilizes advanced machine learning algorithms to analyze a user's music listening history and suggest new artists and songs that are similar to what they already enjoy.When first launched, TasteDroid scans the user's music library on their device to build up...
Episode Alert
Episode Alert is a free web application designed to help users track their favorite TV shows and get notified when new episodes air. It connects to popular streaming services like Netflix, Hulu, Amazon Prime Video, and more to automatically check off episodes as you watch them.Some key features of Episode...
Binge
Binge is a subscription-based video on-demand service owned by Binge Entertainment. It offers an extensive content library with thousands of TV shows, movies, and original programming that users can watch on-demand. Binge works across a wide range of devices including smart TVs, streaming media players, game consoles, smartphones, tablets, and...
Filmotech
Filmotech is a free, open-source web application for managing a catalog of movies and TV shows. It allows users to keep track of what they have watched or want to watch in the future. Some key features of Filmotech include:Add movies and shows to your library, including details like titles,...
ICheckMovies
iCheckMovies is an online platform for tracking and discovering films. Launched in 2010, the site contains an extensive crowdsourced database with over 45,000 movies that users can interact with in various ways.The key feature of iCheckMovies is the ability for users to mark films as 'seen' and rate them on...
Tastoid
Tastoid is a innovative recipe and meal planning app aimed at home cooks who want to expand their cooking horizons and streamline time spent planning and preparing meals. At its core, Tastoid helps users discover and save new recipes, plan out weekly or monthly menus, automatically generate integrated grocery lists,...
FilmGator
FilmGator is an online platform for watching and reviewing independent films and documentaries. Launched in 2015, it has quickly become a popular destination for discovering lesser-known gems across various genres including drama, comedy, thriller, and more.The service offers a library of over 5,000 titles, with new films added every week....
Film Fish
Film Fish is a beginner-friendly video editing software designed to provide an easy way for hobbyists and home users to edit their personal videos and share them with friends and family. Despite offering only basic features, Film Fish manages to provide all the essential video editing tools needed for lightweight...
Playpilot
Playpilot is a comprehensive streaming platform and recommendation engine designed to help viewers discover and keep track of shows and movies across various streaming services. Its key features include:Universal search and discovery - Playpilot's search covers Netflix, Hulu, Amazon Prime Video, Disney+, HBO Max and many other streaming platforms, allowing...
TVmaze
TVmaze is a comprehensive TV database and search engine that allows users to explore information on a wide variety of television series. It contains data on thousands of shows from the past and present, spanning multiple genres and networks.Some key features of TVmaze include:Detailed information on TV cast, characters, episode...
Followmy.tv
Followmy.tv is a innovative web-based DVR (digital video recorder) platform that aims to revolutionize the way people discover and record live video streams online. It aggregates live content from various streaming sources on the internet like news channels, sports networks, movie channels and more - allowing users to easily search,...
MovieTag
MovieTag is a free, open-source media organizer and library management software for Windows. It allows users to organize, categorize, and manage their personal movie libraries with advanced options to tag media files, look up metadata, capture images, and customize the interface.Key features of MovieTag include:Automatic lookup of movie information like...
Rinema
Rinema is a lightweight yet powerful video editing application designed for efficiency and ease of use. It is targeted at casual video editors who need to perform basic editing tasks quickly without a steep learning curve.Some of the key features of Rinema include:Intuitive drag-and-drop timeline interface for quickly arranging video...
Aventrix
Aventrix is a customer service and support software designed for companies that want to improve customer satisfaction and transform their customer experiences. It provides an all-in-one solution with various tools to streamline customer support operations and interactions.Key features of Aventrix include:Knowledge Base - Contains support articles and self-service content to...
Episodate
Episodate is a popular TV show tracking platform available as both a website and mobile app. It allows users to browse, search, and track when new episodes of their favorite TV shows are airing or being released on streaming services.Some key features of Episodate include:Comprehensive database of TV shows old...
FilmAffinity
FilmAffinity is an online movie database and recommendation service created in 2002. It has a large community of users who rate and review films, which allows the site to make personalized recommendations through collaborative filtering.Some key features of FilmAffinity include:A database of hundreds of thousands of movies with information like...
FilmFed
FilmFed is an open-source media server software used by hobbyists and enthusiasts to manage their personal video collections. It provides an intuitive interface to organize, catalog, and stream your library of movies, TV shows, home videos, and other media from a centralized home server location.Some key features of FilmFed include:Automatic...
TrailerSpice
TrailerSpice is a proprietary video editing application developed specifically for creating and editing cinematic movie trailers. The software provides a user-friendly timeline-based interface with a comprehensive set of tools to craft compelling preview videos quickly.Some key features of TrailerSpice include:Intuitive drag and drop timeline editor for arranging clips, transitions, sound...
Discovr Movies
Discovr Movies is a popular on-demand video streaming service for watching movies and TV shows online. It gives users instant access to thousands of movies and shows that they can watch on any device with an internet connection.Some key features of Discovr Movies include:An intuitive user interface that makes finding...
Filmlovr
filmlovr is a movie and TV show tracking and discovery platform for cinephiles and casual watchers alike. With its intuitive interface, users can search for specific titles or browse categories and recommendations to add films and shows to fully customizable watchlists.Once logged into their account, users can rate the content...
Similarkind
Similarkind is an AI-powered software recommendation engine designed to help users find functional replacements, alternatives or comparable software products. It works by analyzing the core features, use cases, target audience and other attributes of a software product to identify other options that serve a similar purpose or fulfill similar needs.At...
Flicktion
Flicktion is a free web-based software that enables users to create interactive and non-linear visual stories. It uses a node-based editor for building branching narratives and choose-your-own-adventure style content. Users can easily add text, images, audio, and video to their stories using Flicktion's intuitive drag-and-drop interface.Some key features of Flicktion...
Resp.tv
Resp.tv is a software as a service platform used to create interactive videos, presentations, and quizzes. It provides a simple drag-and-drop interface to add interactive elements like multiple choice questions, knowledge checks, surveys, and more to pre-recorded or live video content.Key features include:Interactive video builder with ability to add questions,...
No-Brainer Watchlist
No-Brainer Watchlist is a user-friendly investment app designed to help manage stock watchlists and portfolios. Its key features include:Intuitive stock watchlist builder to track stocks and get real-time quotesCustomizable price alerts and push notifications so you never miss important movesPortfolio manager to analyze profit & loss, performance metrics, and asset...
Founch
Founch is a cloud-based project management and collaboration software designed for agile development teams. It provides a variety of tools to plan, track and manage software projects and tasks efficiently.Key features of Founch include:Kanban boards to visualize workflow and track progressSprint planning tools for agile developmentResource management to allocate team...
Movie TV Info
Movie TV Info is a media cataloging and discovery software application for tracking TV shows and movies. It provides users with an easy way to keep track of shows and movies they have watched or want to watch in the future.With Movie TV Info, users can log all the shows...
MovieLikers
MovieLikers is a leading movie recommendation platform that helps viewers discover new films to watch based on their personal tastes. It utilizes advanced machine learning algorithms to analyze each user's individual watching behavior and patterns - from the movies they rate highly to the genres and actors they frequently view.This...
Movienr
Movienr is an open source, cross-platform media center application developed as an alternative to proprietary multimedia center software. It aims to be the one-stop solution for all your media playing needs with support for most audio, video, and image formats.Some key features of Movienr include:Intuitive user interface with visually appealing...
Kaboodle.io
Kaboodle.io is a visual collaboration platform built to help teams collaborate visually on projects like designing products, branding, marketing campaigns, and more. It allows teams to create virtual mood boards where they can gather inspiration images, color palettes, logos, text snippets, links, files, and comments.With Kaboodle.io's drag and drop editor,...
Filmsquare
Filmsquare is an easy-to-use video editing software designed for both beginner and advanced users. It comes with a user-friendly timeline interface that allows you to easily arrange video clips, images, audio files, effects, transitions and text elements. Some key features include:Intuitive drag-and-drop timeline for quickly assembling editsHundreds of professional video...
IsItGood
IsItGood is a free browser extension available for Chrome, Firefox, and Edge. It analyzes websites and web applications to provide an assessment on key aspects like security, privacy, performance, and accessibility.When you visit a website, IsItGood runs a series of automated checks in the background to detect potential issues or...
Meyris
Meyris is a user experience research platform designed to help software teams better understand their users and create great product experiences. It provides an integrated set of tools to plan, conduct, analyze and share qualitative user research like interviews, surveys and usability tests.Key features of Meyris include:Recruiting tools to find...
SynopsiTV
SynopsiTV is a complete video management software (VMS) solution designed for use with IP cameras and network video recorders (NVRs). It provides an intuitive user interface to live view, record, playback, analyze and manage surveillance video from multiple locations.Key features of SynopsiTV include:Supports thousands of IP camera models from leading...
TheGoodflix
theGoodflix is a subscription-based video streaming platform launched in 2019 that focuses on documentaries, independent films, and other content that explores social issues, inspires activism, and promotes positive social change. Unlike mainstream streaming services, theGoodflix specifically curates films and series that delve deeper into important but often overlooked topics related...
Ccshowtime
ccshowtime is an open source media center application designed to organize and play video files from a local collection. It provides a user-friendly interface to browse, search, and playback videos along with automatically retrieving useful metadata like titles, descriptions, thumbnails, and more.Some key features of ccshowtime include:Automatic scraping of metadata,...
TasteMonster
TasteMonster is a innovative recipe and meal planning app designed to provide personalized recommendations tailored to each user's unique taste preferences and dietary requirements.At the core of TasteMonster is a powerful recommendation engine that uses advanced artificial intelligence and machine learning algorithms to analyze each user's recipe ratings and determine...
UnelmaMovie
UnelmaMovie is an open-source, cross-platform video editing application for Windows, Mac and Linux. It provides a simple but powerful video editor that has all the basic video editing features most users will need.With UnelmaMovie, you can import various video formats like AVI, MP4, MOV, MKV and audio formats like MP3,...
Cnemacentre
Cnemacentre is an open-source software designed specifically for churches, non-profits, clubs, and other membership-based organizations to help manage their operations and communications. Some of the key features of Cnemacentre include:Contact Management - Cnemacentre provides tools to organize member/donor contact details, relationships, notes, tags, groups, and other information critical for building...
MovieLaLa
MovieLaLa is a free, ad-supported streaming platform for watching movies, TV shows, and viral videos online. Launched in 2017, MovieLaLa aims to provide users with the ultimate watching experience by offering a vast catalog of the latest and greatest entertainment for endless streaming pleasure.The MovieLaLa platform and mobile apps boast...
Cineminds
Cineminds is an intuitive yet powerful video editing application designed to make video production accessible for all levels of users. With its clean drag-and-drop timeline interface, library of customizable templates, built-in effects and transitions, and integration with stock media sites, Cineminds aims to simplify the technical aspects of video editing...
Movli
Movli is a user-friendly yet powerful video editor designed specifically for editing videos recorded on mobile devices. With Movli, anyone can turn shaky, dull-looking phone footage into professional-quality video productions in a matter of minutes.Key features of Movli include:Intuitive drag-and-drop timeline for quickly arranging video clips, images, effects, transition, and...