WebWe first propose a language model with dynamic pseudo relevance feedback to obtain relevant tweets, and then generate storylines via graph optimization. Comprehensive … WebApr 15, 2024 · Generating storylines from social networks like Twitter and Sina Weibo provides users with an intuitive way to accurately digest event information. To automatically generate a storyline from the rich information hidden in microblogging platforms, in this paper, we present an effective solution for generating the storyline from microblog posts.
Generating event storylines from microblogs - ACM …
WebWe investigate the temporal distribution of news reports of a specific event and try to integrate this information with a topic model to enhance the performance of topic model. ... Lin, C., Lin, C., Li, J., Wang, D., Chen, Y., Li, T.: Generating event storylines from microblogs. In: Proceedings of the 21st ACM International Conference on ... WebEvent storyline generation is one typical task of social media mining, whose goal is to extract the development stages with associated description of events. Existing storyline … smiley face alien movie
Unsupervised latent event representation learning and storyline ...
WebOct 17, 2024 · In this paper, we demonstrate Post2Story, which aims to detect events and generate storylines on microblog posts. Post2Story has several new features: (1) It proposes to employ social influence to extract events from microblogs. (2) It presents a new Event Graph Convolutional Network (E-GCN) model to learn the latent relationships … WebOct 16, 2024 · Chen Lin et al. generated event storylines from microblogs . It is a pioneer work in developing storylines from social media. It is a pioneer work in developing storylines from social media. Jiwei Li et al. studied the problem of reconstructing users’ life history based on their Twitter stream and proposed an unsupervised framework that ... WebOct 28, 2014 · Minimum Weight Dominant Set (MWDS) Chen Lin et. al. in “Generating Event Storylines from Microblogs” has used MWDS on multi-view tweet graph to generate a query-focused summary. Multi-View Tweet Graph : G = (V,W,E,A) where V = Set of tweets W = Set of weights of vertices E = Undirected edges representing similarity … ritalin adverse reaction