Abstract: Novel system, methods, which include machine learning, and device for providing color, mapping and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: Novel system, methods, which include machine learning, and device for providing color and fashion recommendations, including for persons with visual impairment such as color blindness or complete blindness.

Abstract: A system and method of presenting real estate service providers within an interactive map by searching for listings and real estate service providers within a specified geographic area of interest. In response, retrieving listings and real estate service providers based within the specified geographic area of interest and having an overall high ranking score. The overall ranking score is based upon a quality score and a post score for each of the plurality of real estate service providers within the geographic area of interest. The posting score is determined by measuring user textual posting quality and the quality score determined by measuring user application usage. The post score and quality score may be configured based on application logic to dynamically update based on global user application usage and content of postings.