DATASET RELEASE ======================================================================================= We are delighted to announce the release of the MA14KD (Movie Attraction 14K Dataset) Dataset: Visual Attraction of 14000 Movie Trailers This dataset is intended to serve the community for research on Multimedia Retrieval, Multimedia Recommender Systems, and Computer Vision.

SUMMARY ======================================================================================= MA14KD provides a set of “Attractiveness" features extracted from 14000 movie and tv series trailers. The movie IDs are in agreement with the movie IDs provided by a rating dataset, that contains millions of ratings and thousands of tags.

INFORMATION ======================================================================================= MA14KD dataset provides the following 10 VISUAL features: f1: Sharpness f2: Sharpness Variation f3: Contrast f4: RGB Contrast f5: Saturation f6: Saturation variation f7: Brightness f8: Colorfulness f9: Entropy f10: Naturalness

DOWNLOAD LINKS ============================================================================== The MA14KD [ORIGINAL] Dataset can be downloaded at: https://www.researchgate.net/publication/333579741_MA14KD_ORIGINAL_Dataset_D... The [AGGREGATED] features of this dataset can be downloaded at: https://www.researchgate.net/publication/333579748_MA14KD_AGGREGATED_Dataset...

COLLABORATORS ============================================================================== The list of collaborators is the following: Mehdi Elahi: http://www.linkedin.com/in/mehdielahi Farshad B. Moghaddam: https://github.com/fmoghaddam Reza Hosseini https://www.linkedin.com/in/reza-hoseini/ Christoph Trattner: https://www.christophtrattner.info Marko Tkalčič: http://markotkalcic.com