![]() ![]() On-line trend analysis with topic models:# twitter trends detection topic model online. International Journal of Smart Home, 7(1), 209-220. Detecting trend and bursty keywords using characteristics of Twitter stream data. ![]() Indonesian Journal of Science and Technology, 2(1), 8-25. Monitoring System with Two Central Facilities Protocol. Journal of Cybernetics, 4(1), 95-104.įirdaus, C., Wahyudin, W., and Nugroho, E. Well-separated clusters and optimal fuzzy partitions. International Journal of Web Based Communities, 9(1), 122-139.ĭunn, J. In Fifth international AAAI conference on weblogs and social media.īenhardus, J., and Kalita, J. Beyond trending topics: Real-world event identification on twitter. IEEE Transactions on Multimedia, 15(6), 1268-1282.īecker, H., Naaman, M., and Gravano, L. M., Petkos, G., Martin, C., Corney, D., Papadopoulos, S., Skraba, R., and Jaimes, A. "Eve" and "Party" topics relate to celebrations and the topic "Resolution" relating to hope and change for New Yorkers in in 2017.Īiello, L. The "Hours" topic deals with the calculation of time and seconds towards 2017. The topic of "Times" relates to the presence of a new year's celebration night concert in Times Square. There are five topics being the trending topics in New York before the new year. Trending topics twitter application were created using the R language and produce output in the form of histograms. After that, evaluation of the results of clustering will be done using the Dunn Index method. Testing of the model is carried out in three scenarios where each scenario is distinguished between the amount of data, time and parameter values. Sequential K-Means is used because it can receive input data sequentially and the cluster center can be updated. The research approach was carried out in four stages, namely twitter data collection, preprocessing data, data analysis with sequential K-Means clustering and information processing. This study aims to design a model and strategy for finding trending topics from data streams on Twitter. Trending topics in Twitter is a collection of certain topics that are widely discussed by users. ![]()
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