PERSONAL EMOTION STATE MONITORING FROM SOCIAL MEDIA
First Claim
1. A method of monitoring personal emotion states over time from social media, the method comprising:
- extracting personal emotion states from at least one social media data source using a semantic model comprising an integration of numeric emotion measurements and semantic categories;
performing timeline based emotion segmentation with consistent emotional semantics based on the semantic model;
providing, in a visual interface, interactive visual analytics to explore and monitor personal emotional states over time including both a numeric and semantic interpretation of emotions with visual encodings; and
providing visual evidence for analytical reasoning of emotion.
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Abstract
Embodiments relate to monitoring personal emotion states over time from social media. One aspect includes extracting personal emotion states from at least one social media data source using a semantic model including an integration of numeric emotion measurements and semantic categories. Timeline based emotion segmentation with consistent emotional semantics is performed based on the semantic model. In a visual interface, interactive visual analytics are provided to explore and monitor personal emotional states over time including both a numeric and semantic interpretation of emotions with visual encodings. Visual evidence for analytical reasoning of emotion is also provided.
44 Citations
20 Claims
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1. A method of monitoring personal emotion states over time from social media, the method comprising:
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extracting personal emotion states from at least one social media data source using a semantic model comprising an integration of numeric emotion measurements and semantic categories; performing timeline based emotion segmentation with consistent emotional semantics based on the semantic model; providing, in a visual interface, interactive visual analytics to explore and monitor personal emotional states over time including both a numeric and semantic interpretation of emotions with visual encodings; and providing visual evidence for analytical reasoning of emotion. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computer program product for monitoring personal emotion states over time from social media, the computer program product comprising a computer readable storage medium having program code embodied therewith, the program code executable by a processor to:
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extract personal emotion states from at least one social media data source using a semantic model comprising an integration of numeric emotion measurements and semantic categories; perform timeline based emotion segmentation with consistent emotional semantics based on the semantic model; provide, in a visual interface, interactive visual analytics to explore and monitor personal emotional states over time including both a numeric and semantic interpretation of emotions with visual encodings; and provide visual evidence for analytical reasoning of emotion. - View Dependent Claims (10, 11, 12, 13)
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14. A system for monitoring personal emotion states over time from social media, the system comprising:
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a memory having computer readable computer instructions; and a processor for executing the computer readable instructions, the computer readable instructions including; extracting personal emotion states from at least one social media data source using a semantic model comprising an integration of numeric emotion measurements and semantic categories; performing timeline based emotion segmentation with consistent emotional semantics based on the semantic model; providing, in a visual interface, interactive visual analytics to explore and monitor personal emotional states over time including both a numeric and semantic interpretation of emotions with visual encodings; and providing visual evidence for analytical reasoning of emotion. - View Dependent Claims (15, 16, 17, 18, 19, 20)
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Specification