Practical Data Mining with AI for Social Scientists
暫譯: 社會科學家的實用數據挖掘與人工智慧
Kirilenko, Andrei P.
- 出版商: Springer
- 出版日期: 2026-01-10
- 售價: $3,460
- 貴賓價: 9.5 折 $3,287
- 語言: 英文
- 頁數: 520
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031896882
- ISBN-13: 9783031896880
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相關分類:
Data-mining
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作者簡介
Andrei Kirilenko has a degree in applied mathematics and a Ph.D. in computer science. He started his career developing computer models for evaluating climate change impacts on the natural environment and agriculture. Gradually, his teaching and research interests have shifted toward quantitative social science research. Since 2015, he has held the position of Associate Professor at the Department of Tourism, Hospitality, and Event Management at the University of Florida, USA, teaching courses on data mining for social sciences, Geographical Information Systems, statistics, and research methods. His research is centered on social media analysis, sustainability, and biodiversity. Dr. Kirilenko has served as an expert in the global assessments of the Intergovernmental Panel on Climate Change (IPCC) and the United Nations Environmental Program (UNEP) Global Environmental Assessments.
作者簡介(中文翻譯)
安德烈·基里連科(Andrei Kirilenko)擁有應用數學學位及計算機科學博士學位。他的職業生涯始於開發計算機模型,以評估氣候變化對自然環境和農業的影響。隨著時間的推移,他的教學和研究興趣逐漸轉向定量社會科學研究。自2015年以來,他在美國佛羅里達大學的旅遊、款待與活動管理系擔任副教授,教授社會科學數據挖掘、地理資訊系統、統計學和研究方法等課程。他的研究重點集中在社交媒體分析、可持續性和生物多樣性上。基里連科博士曾擔任政府間氣候變化專門委員會(IPCC)和聯合國環境規劃署(UNEP)全球環境評估的專家。