IncreSTS: Towards Real-Time Incremental Short Text Summarization on Comment Streams from Social Network Services

@article{Liu2015IncreSTSTR,
  title={IncreSTS: Towards Real-Time Incremental Short Text Summarization on Comment Streams from Social Network Services},
  author={Cheng-Ying Liu and Ming-Syan Chen and Chi-Yao Tseng},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2015},
  volume={27},
  pages={2986-3000}
}
This paper focuses on the problem of short text summarization on the comment stream of a specific message from social network services (SNS). Due to the high popularity of SNS, the quantity of comments may increase at a high rate right after a social message is published. Motivated by the fact that users may desire to get a brief understanding of a comment stream without reading the whole comment list, we attempt to group comments with similar content together and generate a concise opinion… CONTINUE READING