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    Quality score for a food supply chain
    2.
    发明授权
    Quality score for a food supply chain 有权

    公开(公告)号：US11282023B2

    公开(公告)日：2022-03-22

    申请号：US16238774

    申请日：2019-01-03

    申请人： International Business Machines Corporation

    发明人： Sukanya Randhawa ,  Ranjini Bangalore Guruprasad ,  Anush Sankaran ,  Praveen Jayachandran

    IPC分类号： G06Q10/06 ,  G06Q50/02 ,  G06N20/00

    摘要： One embodiment provides a method, including: obtaining, for each step in a food supply chain, information corresponding to extraneous factors, wherein the extraneous factors comprise factors that may affect quality of a food product within the food supply chain; generating a rating, for each step in the food supply chain, indicating a level of pollution to which the food product was exposed at the corresponding step, wherein the rating comprises (i) scoring each of the extraneous factors based upon a level of pollution identified from the extraneous factors and (ii) aggregating the scores for the extraneous factors to determining a rating; generating, using the rating for each of the steps, an aggregate food supply chain score for the food product, wherein the aggregate food supply chain indicates an impact of pollution across the food supply chain on the food product; and producing a quality rating for the food product.

    RECOMMENDATIONS FOR FARMING PRACTICES BASED ON CONSUMER FEEDBACK COMMENTS AND PREFERENCE
    5.
    发明申请
    RECOMMENDATIONS FOR FARMING PRACTICES BASED ON CONSUMER FEEDBACK COMMENTS AND PREFERENCE 有权

    公开(公告)号：US20210304263A1

    公开(公告)日：2021-09-30

    申请号：US16828132

    申请日：2020-03-24

    申请人： International Business Machines Corporation

    发明人： Ranjini Bangalore Guruprasad ,  Smitkumar Narotambhai Marvaniya ,  Shantanu R. Godbole

    IPC分类号： G06Q30/02 ,  G06Q50/02

    摘要： One embodiment provides a method, including: receiving a plurality of consumer feedback comments regarding one of a plurality of agricultural food products, wherein each of the plurality of consumer feedback comments comprises information regarding a characteristic of a given agricultural food product, wherein each of the plurality of agricultural food products corresponds to an agricultural source producing an agricultural food product category; updating a rating of each of the plurality of agricultural food products based upon consumer feedback comments corresponding to a given agricultural food product, wherein the updating comprises aggregating the received consumer feedback comments with previously supplied consumer feedback comments for agricultural food products within the agricultural food product category of a given agricultural source; ranking the plurality of agricultural food products based upon the ratings of the plurality of agricultural food products, wherein the ranking comprises ranking the plurality of agricultural food products against other agricultural food products within an agricultural food product category and produced by different agricultural sources; and providing, to the agricultural source, at least one recommendation with respect to a farming practice implemented by the given agricultural source, wherein the recommendation is based upon the ranking of an agricultural food product produced by the given agricultural source.

    QUALITY SCORE FOR A FOOD SUPPLY CHAIN
    7.
    发明申请
    QUALITY SCORE FOR A FOOD SUPPLY CHAIN 审中-公开

    公开(公告)号：US20200219034A1

    公开(公告)日：2020-07-09

    申请号：US16238774

    申请日：2019-01-03

    申请人： International Business Machines Corporation

    发明人： Sukanya Randhawa ,  Ranjini Bangalore Guruprasad ,  Anush Sankaran ,  Praveen Jayachandran

    IPC分类号： G06Q10/06 ,  G06F16/23 ,  G06F16/29 ,  G06N20/00

    摘要： One embodiment provides a method, including: obtaining, for each step in a food supply chain, information corresponding to extraneous factors, wherein the extraneous factors comprise factors that may affect quality of a food product within the food supply chain; generating a rating, for each step in the food supply chain, indicating a level of pollution to which the food product was exposed at the corresponding step, wherein the rating comprises (i) scoring each of the extraneous factors based upon a level of pollution identified from the extraneous factors and (ii) aggregating the scores for the extraneous factors to determining a rating; generating, using the rating for each of the steps, an aggregate food supply chain score for the food product, wherein the aggregate food supply chain indicates an impact of pollution across the food supply chain on the food product; and producing a quality rating for the food product.

    SYSTEM AND METHOD FOR A DATA CENTER TO PROVIDE ENERGY ELASTICITY SERVICES AT DIFFERENT TIME SCALES
    8.
    发明申请
    SYSTEM AND METHOD FOR A DATA CENTER TO PROVIDE ENERGY ELASTICITY SERVICES AT DIFFERENT TIME SCALES 审中-公开

    公开(公告)号：US20180024603A1

    公开(公告)日：2018-01-25

    申请号：US15216481

    申请日：2016-07-21

    申请人： International Business Machines Corporation

    发明人： Ranjini Bangalore Guruprasad ,  Shivkumar Kalyanaraman ,  Dilip Krishnaswamy ,  Prakash Murali

    IPC分类号： G06F1/26

    CPC分类号： G06F1/263 ,  G06F1/26 ,  H02J3/381 ,  H02J3/46 ,  H02J9/00

    摘要： One embodiment provides a method, including: executing, using at least one processor, computer readable program code to: identify a plurality of possibilities at the disposal of a data center for changing its energy demand in its role as a consumer of energy, wherein each of the possibilities is associated with: a time interval during which change in energy consumption of the data center is to take place; and an amount of energy to be drawn, during the time interval, by the data center from an electric provider through a connection to a power grid; wherein the plurality of possibilities are different from each other; proactively determine, based on the identified plurality of possibilities, the ability of the data center to change its energy consumption, thereby changing the amount of energy drawn by the data center from the energy provider; and communicate, to a remote device that is in direct communication with an energy supplier, data indicating the ability of the data center to change its energy consumption.

    Dynamic determination of irrigation-related data using machine learning techniques
    10.
    发明授权
    Dynamic determination of irrigation-related data using machine learning techniques 有权

    公开(公告)号：US11313811B2

    公开(公告)日：2022-04-26

    申请号：US16728266

    申请日：2019-12-27

    申请人： International Business Machines Corporation

    发明人： Kamal Das ,  Jagabondhu Hazra ,  Ranjini Bangalore Guruprasad ,  Aanchal Goyal ,  Sachin Gupta

    IPC分类号： G01N22/04 ,  G06N20/00 ,  G01N33/24 ,  G06N5/04 ,  A01G25/00

    摘要： Methods, systems, and computer program products for dynamic determination of irrigation-related data using machine learning techniques are provided herein. A computer-implemented method includes obtaining irrigation-related data pertaining to a region of interest; determining temporal values corresponding to irrigation activity at the region of interest by performing spatiotemporal analysis of the irrigation-related data; determining amounts of water utilized in connection with the irrigation activity corresponding to the temporal values by applying machine learning techniques to the irrigation-related data; determining types of irrigation activity attributed to the irrigation activity by applying machine learning techniques to the irrigation-related data and determined amounts of water; determining irrigation-related variables pertaining to the region of interest by executing a physical model using, as inputs, the determined temporal values, amounts of water, and types of irrigation activity, wherein the irrigation-related variables include an extent of irrigation activity; and outputting the determined irrigation-related variables to a user.