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This book constitutes the refereed proceedings of the 14th International Conference on Asia-Pacific Digital Libraries, ICADL 2012, held in Taipei, China, in November 2012. The 27 revised full papers, 17 revised short papers, and 13 poster papers were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections on cultural heritage preservation, retrieval and browsing in digital libraries, biliometrics, metadata and cataloguing, mobile and cloud computing, human factors in digital library, presevation systems and algorithms, social media, digital library algorithms and systems, recommendation applications and social networks.
Opinion mining is a prevalent research issue in many domains. In the financial domain, however, it is still in the early stages. Most of the researches on this topic only focus on the coarse-grained market sentiment analysis, i.e., 2-way classification for bullish/bearish. Thanks to the recent financial technology (FinTech) development, some interdisciplinary researchers start to involve in the in-depth analysis of investors' opinions. These works indicate the trend toward fine-grained opinion mining in the financial domain. When expressing opinions in finance, terms like bullish/bearish often spring to mind. However, the market sentiment of the financial instrument is just one type of opinion in the financial industry. Like other industries such as manufacturing and textiles, the financial industry also has a large number of products. Financial services are also a major business for many financial companies, especially in the context of the recent FinTech trend. For instance, many commercial banks focus on loans and credit cards. Although there are a variety of issues that could be explored in the financial domain, most researchers in the AI and NLP communities only focus on the market sentiment of the stock or foreign exchange. This open access book addresses several research issues that can broaden the research topics in the AI community. It also provides an overview of the status quo in fine-grained financial opinion mining to offer insights into the futures goals. For a better understanding of the past and the current research, it also discusses the components of financial opinions one-by-one with the related works and highlights some possible research avenues, providing a research agenda with both micro- and macro-views toward financial opinions.
The simple, repetitive sentence structure is aimed for beginning Mandarin learners and for parents who want to expose their children to Mandarin. With this goal, the second part of the book displays both pinyin and key vocabularies for reader reference and in-depth learning. English translation is also displayed on the 2nd section as study gudie.The colorful illustrations enhance the story and enable it to be read as a picture book in many different languages. * Aduio and Video Files for the content of the book would be soon available for free download after purchasing.
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