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The recent spread of social media, namely microblogging services such as Twitter, has provided a new way to enjoy TV broadcasting. Users of microblogging service can instantly submit messages to express their opinions and feelings while watching TV. However, to use the rich content users generated about TV programs as a valuable source to elicit users' preferences and understand the programs' characteristics,...
This paper proposes a new composition method to represent semantic compositionality of sentences. Using the unfolding recursive autoencoders, we build sentence representing trees from the original sentences of words. We utilize trained word embeddings and sentence parser to train the model, and we can build sentence representing trees from the trained model. We further propose to use dynamic average...
A central concern in the area of Ubiquitous Network and ubiquitous computing has been the integration of digital resources including devices and heterogeneous networks with the physical world and people. However, current systems are independent to each other, which means that resources for ubiquitous computing are separated and applications could not be created on cross-platform. With the development...
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