# Enhancing Short-Term Sales Prediction with Microblogs: A Case Study of the Movie Box Office
## 3 Framework of the Microblog-Based Short-Term Sales Prediction
### Social Influence
In Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Toronto, ON, Canada, 31 August-3 September 2010; pp. 492-499. * [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] Scalable topic-specific influence analysis on microblogs. In Proceedings of the 7 th ACM International Conference on Web Search and Data Mining, New York, NY, USA, 24-28 February 2014; pp. 513-522. * [PERSON] et al. (2022) [PERSON]; [PERSON]; [PERSON] Multi-feature, multi-modal, and multi-source social event detection: A comprehensive survey. _Inf. Fusion_**2022**, _79_, 279-308. [CrossRef]
* [PERSON] and [PERSON] (2021) [PERSON]; [PERSON] [PERSON]; [PERSON] An automatic participant detection framework for event tracking on Twitter. _Algorithms_**2021**, _14_, 92. [CrossRef]
* [PERSON] (2003) [PERSON]; [PERSON] [PERSON]; [PERSON] Maximizing the spread of influence through a social network. In Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, 24-27 August 2003; pp. 137-146. * [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON] Social network node influence maximization method combined with degree discount and local node optimization. _Soc. Netw. Anal. Min._**2021**, _11_, 31. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON] User behavior prediction of social hotspots based on multimessage interaction and neural network. _IEEE Trans. Comput. Soc. Syst._**2020**, \(7\), 536-545. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON] Social network influence ranking via embedding network interactions for user recommendation. In Proceedings of the Web Conference 2020, Taipei, Taiwan, 20-24 April 2020; pp. 379-384. * [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON] Analysis of social network user behaviour and its influence. _J. Intell. Fuzzy Syst._**2020**, _38_, 1159-1171. [CrossRef]
* [PERSON] et al. (2012) [PERSON]; [PERSON]; [PERSON]; [PERSON] Predicting lifespans of popular tweets in microblog. In Proceedings of the 35 th International ACM SIGIR Conference on Research and Development in Information Retrieval, Portland, OR, USA, 12-16 August 2012; pp. 1129-1130. * [PERSON] and [PERSON] (2012) [PERSON]; [PERSON] [PERSON] Predicting the present with google trends. _Econ. Rec._**2012**, _88_, 2-9. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Detecting urban events by considering long temporal dependency of sentiment strength in geotagged social media data. _ISPRS Int. J. Geo-Inf._**2021**, _10_, 322. [CrossRef]
* [PERSON] et al. (2005) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] The predictive power of online chatter. In Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining, Chicago, IL, USA, 21-24 August 2005; pp. 78-87. * [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON] Box office prediction based on microblog. _Expert Syst. Appl._**2014**, _41_, 1680-1689. [CrossRef]
* [PERSON] et al. (2007) [PERSON]; [PERSON]; [PERSON]; [PERSON] ARSA: A sentiment-aware model for predicting sales performance using blogs. In Proceedings of the 30 th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, the Netherlands, 23-27 July 2007; pp. 607-614. * [PERSON] et al. (2012) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Tweets and votes: A study of the 2011 Singapore general election. In Proceedings of the 45 th Hawaii International Conference on System Sciences, Maui, HI, USA, 4-7 January 2012; pp. 2583-2591. * [PERSON] and [PERSON] (2020) [PERSON]; [PERSON] An investigation of predictors of information diffusion in social media: Evidence from sentiment mining of Twitter messages. In Proceedings of the 53 rd Hawaii International Conference on System Sciences, Wailea, HI, USA, 7-10 January 2020; pp. 1-10.