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    • 3. 发明申请
    • INVESTMENT ANALYSIS USING EVENT DETECTION ON ALTERNATIVE DATA
    • WO2018162945A1
    • 2018-09-13
    • PCT/IB2017/051276
    • 2017-03-05
    • SANYAL, Aniket
    • SANYAL, Aniket
    • G06Q40/06G06F17/30
    • G06Q40/06
    • This research project represents a very unique way of performing investment analysis. The idea is to identify different types of market, financial, geo-political, social and economic events that could help identify the reasons behind speculations that lead to stock market fluctuations. The proposed framework is broken down into 3 phases. The first phase is responsible for data extraction from e-newspapers likes the economic times and business insider using information extraction techniques of web scraping, crawling and harvesting. It then involves knowledge representation and reasoning using methods like bag-of-words and TF-IDFs to store semantic data. The second phase is responsible for event detection using Topic Modeling algorithms like Latent Semantic Analysis (LSA) & Latent Dirichlet Allocation (LDA) and Entity Extraction and Chunking methods like Name Entity Recognition (NER). It then involves correlation and causation analytics to identify trends among events and stock markets by focusing on company portfolios. The third phase is real time visualization using interactive graphs that demonstrates the effects of trending events on stock markets.
    • 7. 发明申请
    • METHODS OF AND SYSTEMS FOR DEWATERING ALGAE AND RECYCLING WATER THEREFROM
    • 用于脱水和回收水的方法和系统
    • WO2011127167A1
    • 2011-10-13
    • PCT/US2011/031414
    • 2011-04-06
    • HELIAE DEVELOPMENT, LLCKALE, Aniket
    • KALE, Aniket
    • C12N1/02A23J1/00
    • C11B1/10B01D11/04C11B1/108Y02E50/13
    • A method of dewatering algae and recycling water therefrom is presented. A method of dewatering a wet algal cell culture includes removing liquid from an algal cell culture to obtain a wet algal biomass having a lower liquid content than the algal cell culture. At least a portion of the liquid removed from the algal cell culture is recycled for use in a different algal cell culture. The method includes adding a water miscible solvent set to the wet algal biomass and waiting an amount of time to permit algal cells of the algal biomass to gather and isolating at least a portion of the gathered algal cells from at least a portion of the solvent set and liquid of the wet algal biomass so that a dewatered algal biomass is generated. The dewatered algal biomass can be used to generated algal products such as biofuels and nutraceuticals.
    • 提出了一种从藻类中脱水和循环利用水的方法。 对湿藻细胞培养物进行脱水的方法包括从藻类细胞培养物中除去液体以获得具有比藻细胞培养物低的液体含量的湿藻类生物质。 将从藻细胞培养物中除去的至少一部分液体再循环用于不同的藻类细胞培养物中。 该方法包括向湿藻类生物质中加入水混溶性溶剂组,并等待一段时间以允许藻类生物质的藻类细胞从溶剂组的至少一部分收集并分离聚集的藻类细胞的至少一部分 和湿藻类生物质的液体,从而产生脱水的藻类生物质。 脱水藻类生物质可用于生成藻类产品,如生物燃料和营养品。