“…In interactive visualization, when designing visualization methods, according to Bertin's theory of symbolization, which includes six visual variables -shape, size, density, color, brightness, and orientation (BERTIN, 1967) -several visual variables, such as shape, size, and color, can be transformed into unique parameters such that the symbol can be interactively manipulated by changing the visual parameters. Experts have also shown interest in the basic rules of intelligent spatial thematic data visualization, which has been investigated by Andrienko (1999aAndrienko ( , 1999bAndrienko ( and 2002, Dykes (1995Dykes ( , 1997aDykes ( , 1997bDykes ( and 2005, Mackinlay (1986), Roth and Mattis (1990), Zhan and Buttenfield (1995), Dobesova and Brus (2011), and Zhang et al (2008), according to whom these rules can be summarized into data that are based on characteristics, user goals, and visualization knowledge. Their research has laid the foundation for automated thematic data visualization.…”