Inferring attributes with picture metadata embeddings
نویسندگان
چکیده
منابع مشابه
Issues with inferring Internet topological attributes
A number of recent studies are based on data collected from routing tables of inter-domain routers utilizing Border Gateway Protocol (BGP) and tools, such as traceroute, to probe end-to-end paths. The goal is to infer Internet topological properties. However, as more data is collected, it becomes obvious that data intended to represent the same properties, if gathered at different points within...
متن کاملIncorporating Metadata into Content-Based User Embeddings
Low-dimensional vector representations of social media users can benefit applications like recommendation systems and user attribute inference. Recent work has shown that user embeddings can be improved by combining different types of information, such as text and network data. We propose a data augmentation method that allows novel feature types to be used within off-the-shelf embedding models...
متن کاملMedia Content Metadata and Mobile Picture Sharing
This paper describes two systems for picture taking with mobile phone cameras. The first system, MMM, is a platform for generating semantically rich metadata for mobile pictures at the time of image capture. The second system, MobShare, is a mobile picture sharing and discussing system that takes advantage of the temporal and social information in the camera phone. The paper also discusses comb...
متن کاملInferring latent attributes of Twitter users with label regularization
Inferring latent attributes of online users has many applications in public health, politics, and marketing. Most existing approaches rely on supervised learning algorithms, which require manual data annotation and therefore are costly to develop and adapt over time. In this paper, we propose a lightly supervised approach based on label regularization to infer the age, ethnicity, and political ...
متن کاملMetadata Tools for Digital Motion Picture Archives
Most of the video information retrieval systems today rely on some set of computationally extracted video and/or audio features, which may be complemented with manually created annotation that is usually either arduous to create or insufficient for capturing the content. This thesis looks at the specific domain of motion pictures to identify the computational features relevant to films and, mor...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: ACM SIGAPP Applied Computing Review
سال: 2020
ISSN: 1559-6915,1931-0161
DOI: 10.1145/3412816.3412819