This study proposes a social media competitive analysis framework with three aspects: social media utilization, social media content strategy, and social media news engagement. By applying the analytics framework, this study examines the dynamic Facebook competition among five local televi...
Social Media Insights 文字探勘(text mining)是大數據領域的文本分析(text analytics),用來處理這世間最大量的非結構化資料–文字。您可以想像:我們每天不斷透過網路接觸到大量的文字、圖片、影音…Facebook的近況更新、留言、Twitter的推文、轉推,文字不像數字,它多半是自然語言,是非結構化、沒有固定欄位的。處理...
Pyle, "Text stream trend analysis using multiscale visual analytics with applications to social media systems," in IUI Workshop on Visual Text Analytics, ... CA Steed,JM Beaver,PL Bogenii,... 被引量: 3发表: 2015年 Review Paper on Sentiment Analysis of Twitter Data Using Text Mining and ...
The first step in the text-mining workflow is information retrieval, which requires data scientists to gather relevant textual data from various sources (e.g., websites, social media platforms, customer surveys, online reviews, emails and/or internal databases). The data collection process should ...
Social media is a place where users present themselves to the world, revealing personal details and insights into their lives. We are beginning to understa... J Golbeck,C Robles,K Turner - ACM 被引量: 347发表: 2011年 Social Media Analytics and Intelligence In a broad sense, social media ...
The roots of quantitative text analysis in social sciences can be traced back to the proliferation of printed media in the early 20th century (Krippendorff 2004). These developments led to Speed's pioneering research on newspapers in 1893 (Speed 1893) and Max Weber's proposal of a large-scale...
The aim of this project is to help the social media manager of Dunkin Donuts to predict online engagement for his next tweet and also understanding the main drivers of engagement in twitter. The Project’s steps Retrieving Data The first thing we started with, is to get tweets posted by Dun...
Questions, Concepts, Theories, and Methods:社会科学: 问题、概念、理论和方法 Research Project:研究项目 optional modules::可选模块: Computational Social Science:计算社会科学 Machine Learning:机器学习 Multilevel Modelling:多级建模 Strategic Leadership:战略领导 Text Mining and Language Analytics:文本挖掘和语言...
Online media are powerful sources of business intelligence, too, Tao said. "Digital text analytics are cost-effective methods for the food industry to gain quality improvement ideas from the public and make informed business decisions," she said. ...
Social Data Analytics at Scale – Spark and Amazon Web Services Different scaling methods and platforms Parallel computing Distributed computing with Celery Celery multiple node deployment Distributed computing with Spark Text mining With Spark Topic models at scale Spark on the Cloud – Amazon Elastic ...