Coronavirus News, Markets and AI: The Covid-19 Diaries
暫譯: 冠狀病毒新聞、市場與人工智慧：COVID-19 日記
Sharma, Pankaj
- 出版商: Routledge
- 出版日期: 2020-12-28
- 售價: $6,190
- 貴賓價: 9.5 折 $5,881
- 語言: 英文
- 頁數: 234
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367634139
- ISBN-13: 9780367634131
海外代購書籍(需單獨結帳)
商品描述
Coronavirus News, Markets and AI explores the analysis of unstructured data from coronavirus-related news and the underlying sentiment during its real-time impact on the world and on global financial markets, in particular. In an age where information - both real and fake - travels in the blink of an eye and significantly alters market sentiment daily, this book is a blow by blow account of economic impact of the COVID-19 pandemic.
The volume:
- Details how AI driven machines capture, analyse and score relevant on-ground news sentiment to analyse the dynamics of market sentiment, how markets react to good or bad news across 'short term' and 'long term';
- Investigates what have been the most prevalent news sentiment during the pandemic, and its linkages to crude oil prices, high profile cases, impact of local news, and even the impact of Trump's policies;
- Discusses the impact on what people think and discuss, how the COVID-19 crisis differs from the Global Financial Crisis of 2008, the unprecedented disruptions in supply chains and our daily lives;
- Showcases how easy accessibility to big data methods, cloud computing, and computational methods and the universal applicability of these tool to any topic can help analyse extract the related news sentiment in allied fields.
Accessible, nuanced and insightful, this book will be invaluable for business professionals, bankers, media professionals, traders, investors, and investment consultants. It will also be of great interest to scholars and researchers of economics, commerce, science and technology studies, computer science, media and culture studies, public policy and digital humanities.
商品描述(中文翻譯)
《冠狀病毒新聞、市場與人工智慧》探討了來自冠狀病毒相關新聞的非結構化數據分析及其在全球及全球金融市場上的即時影響所帶來的潛在情感。在這個資訊（無論是真實還是虛假）瞬息萬變並且每天顯著改變市場情緒的時代，本書詳細記錄了COVID-19疫情對經濟的影響。
本書內容包括：
- 詳細說明如何利用人工智慧驅動的機器捕捉、分析和評分相關的現場新聞情感，以分析市場情緒的動態，以及市場如何對「短期」和「長期」的好壞消息作出反應；
- 探討在疫情期間最普遍的新聞情感及其與原油價格、高知名度案例、地方新聞的影響，甚至特朗普政策的關聯；
- 討論人們的想法和討論的影響，COVID-19危機與2008年全球金融危機的不同之處，以及供應鏈和我們日常生活中前所未有的干擾；
- 展示如何輕鬆訪問大數據方法、雲計算和計算方法，以及這些工具對任何主題的普遍適用性如何幫助分析提取相關領域的新聞情感。
本書內容通俗易懂、細緻入微且富有洞察力，對商業專業人士、銀行家、媒體專業人士、交易員、投資者和投資顧問將是無價之寶。對於經濟學、商業、科學與技術研究、計算機科學、媒體與文化研究、公共政策及數位人文學科的學者和研究人員也將具有極大的興趣。
作者簡介
Pankaj Sharma is a partner at EMAlpha, a data analytics and investment management firm focused on making Emerging Markets (EMs) accessible to global investors and unlocking EM investing using machines. EMAlpha's focus is on Unstructured Data as the EMs are particularly susceptible to swings in news flow driven investor sentiment. Pankaj has 20 years of diverse work experience in various leadership roles with global investment banks, Indian equity brokerages, state-owned enterprises and start-ups. Earlier, he was a ranked equity analyst and tracked multiple sectors at UBS, Citi and JP Morgan. Pankaj has also been a regular contributor to print and electronic media. For Routledge, he has so far co-authored the following two titles; Artificial Intelligence: Evolution, Ethics and Public Policy and Big Data: A Beginner's Introduction. Pankaj published his first two books in 2017 and they were: Demonetization: Modi's Political Masterstroke and 2019: Will Modi Win? This was followed by Rafale, Raga, Reuniting Forces for 2019 and The Anatomy of an Indian General Election. Pankaj is an engineer from IIT Kharagpur, India, with an MBA from the Faculty of Management Studies, University of Delhi, India.
作者簡介(中文翻譯)
Pankaj Sharma 是 EMAlpha 的合夥人，這是一家專注於數據分析和投資管理的公司，旨在使新興市場 (EMs) 對全球投資者可及，並利用機器解鎖新興市場投資。EMAlpha 專注於非結構化數據，因為新興市場特別容易受到新聞流動驅動的投資者情緒波動的影響。Pankaj 擁有 20 年多樣化的工作經驗，曾在全球投資銀行、印度股票經紀公司、國有企業和初創公司擔任多個領導職位。早期，他曾在 UBS、Citi 和 JP Morgan 擔任排名股票分析師，跟蹤多個行業。Pankaj 也經常為印刷和電子媒體撰稿。至今，他與 Routledge 共同撰寫了以下兩本書籍：《人工智慧：演變、倫理與公共政策》及《大數據：初學者入門》。Pankaj 在 2017 年出版了他的前兩本書，分別是：《去貨幣化：莫迪的政治高招》和《2019：莫迪會贏嗎？》。隨後出版的書籍包括《拉法爾、拉歌、2019年重聚力量》和《印度大選的解剖》。Pankaj 是印度卡哈爾古爾的 IIT 工程師，並擁有印度德里大學管理學院的 MBA 學位。
