Abstract: Systems and methods of the present disclosure are directed to categorizing messages. A first server can receive, from a second server maintaining a plurality of social media messages, a message. The first server can categorize the message under a first category or a second category. The first server can process the message and determine a frequency of each of the words included in the processed message. The first server determines, using a probabilistic engine executing on the first server, a relevancy score of the modified message indicating a level of relevance between the message and the first category based on the determined frequency of each of the words. The first server, responsive to determining that the relevancy score satisfies a threshold, can categorize the message under the first category.

Abstract: Systems and methods of the present disclosure are directed to categorizing messages. A first server can receive, from a second server maintaining a plurality of social media messages, a message. The first server can categorize the message under a first category or a second category. The first server can process the message and determine a frequency of each of the words included in the processed message. The first server determines, using a probabilistic engine executing on the first server, a relevancy score of the modified message indicating a level of relevance between the message and the first category based on the determined frequency of each of the words. The first server, responsive to determining that the relevancy score satisfies a threshold, can categorize the message under the first category.

Abstract: A method to transfer information among or between parties for a commodity contract includes: A) providing at least one application service provider (ASP) control site, and at least one adapter at a remote site; B) inputting data about a transaction involving at least one party to the transaction to the ASP control site; C) if necessary, electronically communicating from the ASP control site and through the adapter to the at least one party; C) if necessary, receiving instructions or data at the ASP control site through the adapter from the at least one party; and E) processing the data and/or instructions at the ASP control site. The method can be practiced through a global computer communications network, and is well adapted for agricultural commodity transactions and those conducted through an exchange.