How Advanced Technology Determines Your State of Mind.
Imagine a device that not only processes text but also reads the user's mood based on their interactions. This article delves into how such equipment operates, focusing on its components, functionalities, and potential applications.
The Role of the State of Mind Determiner
The equipment designed to determine a user's state of mind incorporates several key components. At the heart of this system is the data collector. This device gathers sensing data generated whenever a user inputs text into their terminal. These terminals can range from smartphones and tablets to wearable tech like smartwatches and augmented reality glasses.
These terminals are equipped with various sensors including touchscreens, accelerometers, gyroscopes, and even fingerprint sensors. Each sensor provides data that reflects different aspects of the user's interaction. For instance, a keyboard's data might include typing speed, the frequency of key presses, and text length. Similarly, writing input from a stylus can reveal patterns in writing speed and pressure.
The data processor takes this raw data and extracts meaningful characteristics related to the user’s state of mind. For example, the processor can identify changes in typing patterns that might indicate a shift in mood. The surrounding context, like the user's location, weather conditions, and even the time of day, also plays a crucial role in understanding the user's emotional state. This contextual information is analyzed to build a comprehensive picture of the user’s mental state.
Once the data has been processed, the state of mind determiner steps in. This component utilizes learning data and inference patterns to assess the user's emotional state. By applying algorithms such as decision trees or Naive Bayes classifiers, it can determine whether a user is feeling happy, sad, stressed, or neutral. The accuracy of these determinations is bolstered by continuous learning from newly collected data.
When the state of mind determiner concludes its analysis, the measurement actuator takes over. This part of the system acts on the determined emotional state in various ways. It might adjust the user interface of the terminal to better suit the user's mood or provide recommendations tailored to their emotional needs. For example, if a user is feeling stressed, the system might suggest relaxing music or calming activities.
Moreover, the system can generate learning data to refine its accuracy over time. The learning data generator requests feedback from users, asking them to confirm or adjust the system's assessment of their state of mind. This feedback helps in creating a more precise and personalized model of the user’s emotional responses.
The learning process is ongoing. As more data is collected and analyzed, the system's ability to accurately interpret a user's state of mind improves. This iterative approach ensures that the equipment remains relevant and effective in real-world scenarios. It’s a dynamic and adaptive system designed to keep pace with the user's evolving emotional landscape.
Is The Patent Still Active?
CN201310556675.XA is still in use and remains active. The application, initially filed by Samsung Electronics Co., Ltd. on November 11, 2013, was published as CN103809746A on May 21, 2014. It was granted on June 22, 2018, with its publication as CN103809746B on the same date. The patent is set to expire on November 11, 2033, indicating that the technology remains protected and in use.
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Information was sourced from patents.google.com: Determine the device and method of the state of mind of user.