Patent ID: 11934977
Assignee: TASKHUMAN, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 13:
14. A method to onboard a first service provider in an expert marketplace, the method comprising:
receiving a corpus text comprising a plurality of articles;
parsing the plurality of articles using text pre-processing, the text pre-processing comprising at least one of a stop-word removal processing, a lemmatization processing, or an entity recognition process;
training an online model using the parsed plurality of articles, the online model being trained using at least one of a deep learning training or a doc2vec training and the online model comprising at least one of a deep learning element, an autonomous database element, a Bayesian statistics element, a recommendation system element, or a search relevance element;
automatically detecting a change to the plurality of articles in the corpus text has occurred;
automatically parsing the changed plurality of articles using the text pre-processing;
automatically training the online model using the parsed changed plurality of articles;
receiving one or more characters of text from the first service provider;
extracting a topic from the one or more characters of text using the online model;
generating a category by matching a vector representative of the topic to a corpus or a spot database;
augmenting the category by searching the corpus or the spot database for a similar category;
displaying the category and the similar category; wherein the corpus or the spot database contains categories created by processing content of a second service provider;
receiving user input provided by the first service provider, the user input indicating approval at least of the category and the similar category;
updating a list of categories associated with the first service provider in a provider database based on the approval indicated in the user input;
determining topics that the service provider currently services based on the vector representative of the topic;
identifying a topic that is related to the topics that the service provider currently services based on the vector representative of the topic and a vector representative of the topic that is related to the topics that the service provider currently services; and
presenting the topic that is related to the topics that the service provider currently services to the service provider via the display.