商品描述
With social media producing such huge amounts of data, the importance of gathering this rich data, often called "the digital gold rush", processing it and retrieving information is vital. This practical book combines various state-of-the-art tools, technologies and techniques to help us understand Social Media Analytics, Data Mining and Graph Databases, and how to better utilize their potential.
Graph Databases: Applications on Social Media Analytics and Smart Cities reviews social media analytics with examples using real-world data. It describes data mining tools for optimal information retrieval; how to crawl and mine data from Twitter; and the advantages of Graph Databases. The book is meant for students, academicians, developers and simple general users involved with Data Science and Graph Databases to understand the notions, concepts, techniques, and tools necessary to extract data from social media, which will aid in better information retrieval, management and prediction.
商品描述(中文翻譯)
社交媒體產生了大量的數據，因此收集這些豐富的數據、處理它並檢索信息的重要性不可忽視。這本實用書結合了各種最先進的工具、技術和方法，幫助我們理解社交媒體分析、數據挖掘和圖形數據庫，以及如何更好地利用它們的潛力。
《圖形數據庫：社交媒體分析和智慧城市應用》通過使用真實世界的數據示例，回顧了社交媒體分析。它描述了用於最佳信息檢索的數據挖掘工具；如何從Twitter中爬取和挖掘數據；以及圖形數據庫的優勢。本書適用於涉及數據科學和圖形數據庫的學生、學者、開發人員和一般用戶，以理解從社交媒體中提取數據所需的概念、技術和工具，這將有助於更好地檢索、管理和預測信息。
作者簡介
Christos Tjortjis is an Associate Professor in Knowledge Discovery and Software Engineering systems. He is Dean of the School of Science and Technology at the International Hellenic University, and the Programme Director for the MSc in Data Science, the MSc in ICT Systems and the MSc in Smart Cities and Communities courses. He holds a Deng (Hons) in Computer Engineering and Informatics (5-year studies) from the Department of Computer Engineering & Informatics at the University of Patras, and a BSc (Hons) in Law (4-year studies) from the Department of Law at the Democritus University of Thrace, in Greece. He also holds an MPhil in Computation from UMIST and a PhD in Informatics from the University of Manchester, UK. His research focus is on data mining and analytics. He has published over 100 papers in international refereed journals and conferences. He leads the Data Mining and Analytics research group (DaMA). He is Associate Editor for the IET Smart Cities Journal, and Editorial Review Board Member for the International Journal of Information Retrieval Research.
作者簡介(中文翻譯)
Christos Tjortjis是知識發現和軟體工程系統的副教授。他是國際希臘大學科學與技術學院的院長，也是資料科學碩士、ICT系統碩士和智慧城市與社區碩士課程的計畫主任。他擁有帕特拉斯大學計算機工程與資訊學系的計算機工程和資訊學榮譽學士學位（五年制學習），以及希臘德摩克利特大學法學系的法學榮譽學士學位（四年制學習）。他還擁有曼徹斯特大學的計算機科學哲學碩士學位和英國曼徹斯特大學的資訊學博士學位。他的研究重點是數據挖掘和分析。他在國際同行評審的期刊和會議上發表了100多篇論文。他領導著數據挖掘和分析研究小組（DaMA）。他是IET智慧城市期刊的副編輯，也是國際資訊檢索研究期刊的編輯審查委員會成員。
