“What are the attributes that make a story thought-provoking? What are the sequences that might make a movie sad?” “This model uses trigger words which explore different story attributes,” Kar said. Trigger Words that Predict Story Attributes Natural language processing can also be used to automatically sort through reviews and synopses, coming up with words and phrases to describe a specific movie. Natural language processing is what enables voice commands for smartphones, automated call services, and virtual assistants for customer service. To do this, Kar uses natural language processing, which is a branch of artificial intelligence that helps computers understand, interpret, and manipulate human language. “These tags cover genres, feeling-related attributes, or events,” said Kar, whose research is advised by Thamar Solorio, associate professor of computer science in the College of Natural Sciences and Mathematics. In this recommendation system, movies are assigned a set of tags, which are predictive of a movie’s overall plot and emotional arc. We use a mechanism that accounts for the flow of information from the synopses and reviews.” Recommendations Predictive of Emotional Response “Sometimes the synopses might be more detailed than the reviews, while other times the reviews offer more information. “Often, the synopsis is not enough to get an idea of what is in a movie,” Kar said. student in computer science, is working on a system that incorporates movie synopses with user reviews, in order to offer a more holistic recommendation based on a movie’s plot, as well as its emotional response. Sudipta Kar, a University of Houston Ph.D. student in computer science, uses natural language processing to make movie recommendations based on emotional impact.Įven after deciding, sometimes these movies offer an unwanted surprise – a comedy that turns dark or a thriller that lacks depth. The end result is often a Friday night of scrolling through endless options, trying to guess from limited descriptions what might hit the spot. Sometimes the mood is right for a funny movie, other times a serious one. There is hope beyond your medication and your feelings, and it all starts in the brain.The Perfect Movie: Recommendations to Suit the MoodĬomputer Science Graduate Student Sudipta Kar Working on Movie Recommendation System You don’t have to live with your feelings of sadness and darkness. You don’t have to live with depression forever. Complete physical by our medical doctor.Functional Health Assessment Questionnaire – FAQ.Our approach to improved health is based on the idea that so much of our symptoms can be treated by treating the brain: What does depression treatment look like? Symptoms provide clues to aspects of your brain/body system that may be causing the problems or preventing any recovery, and our drug-free approach to depression treatment starts by identifying not only your symptoms but also the major imbalances in your brain/body system that may be pointed up by those symptoms. You are more than your symptoms, and our promise to you is that we never treat just the symptoms of a condition. You deserve to feel whole again, to conquer your feelings of sadness and lost interest. In other words, they don’t address the cause of your depression.īut you deserve better care. While antidepressant medications can be used to reduce symptoms, they are generally regarded as a short term remedy until other, cause-related therapies take effect. Chronic imbalances in the brain’s chemical and electrical systems can also be a major cause of depression and can adversely affect the way you think and feel. Depression can be treated by drug-free options through realizing that so much of our emotional health lies within the health of our brains.ĭepression can have a number of causes, including challenging or unimaginable life events. While depression can have a number of causes, we believe the key to hope is identifying and treating the causes of your sadness - not just the symptoms of depression. This mood disorder can be crippling as it can overtake your everyday life and make it seem like there is no escape. Have feelings of sadness and helplessness kept you from functioning normally in your life? Do you feel like your life has been stolen from you? Do you deal with extreme mood swings and can’t seem to control your feelings? If so, you may be living with depression.
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