Dynamic Interactive Graphing for Entity Attributes
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Solution Overview
Problem
Researchers face challenges in processing large and dispersed data sets due to volume, inconsistencies, incomplete data, varying formats, misrepresentations, different interpretations, and lack of relevancy, leading to data noise and overwhelm.
Innovation Solution
The system provides dynamic interactive graphing of entity attributes, where data is received into a structured interface defining attribute relationships, and an interactive graph is generated and presented using a graphical user interface, allowing for dynamic rearrangement based on user selections.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If researchers process large and dispersed data sets using traditional methods, then they can analyze the data, but they face overwhelming noise and difficulty in understanding due to volume, inconsistencies, and varying formats
Solution Approach 1:
The patent segments the complex data processing task into distinct functional modules: data ingestion module, data normalization module, relationship extraction module, and visualization module. Each module handles a specific aspect of data processing, transforming the overwhelming monolithic task into manageable segments that can be processed independently and systematically
Solution Approach 2:
The patent introduces an intermediary processing layer that sits between raw data sources and the research user. This intermediary layer includes data normalization components that convert varying formats into standardized structures, and relationship extraction components that identify patterns, thereby mediating the complexity between diverse data sources and the user's understanding needs
2Loss of information
If traditional data analysis methods are used, then all available data can be processed, but relevant information is lost in the noise and researchers cannot easily determine what data is relevant
Solution Approach 1:
The patent applies local quality by enhancing specific portions of the data that are most relevant to the research question. The visualization system dynamically adjusts the prominence, detail, and presentation of data elements based on their relevance to the selected attributes and relationships, allowing researchers to focus on locally important information without being overwhelmed by the global data set
Solution Approach 2:
The patent implements dynamic adaptability where the data visualization and processing focus can be dynamically adjusted based on user selections and interactions. As users select different attributes or explore different relationships, the system dynamically reconfigures which data elements are highlighted, filtered, or expanded, enabling the research process to adapt to evolving questions and hypotheses
3Reliability
If data is presented in varying formats from different sources, then comprehensive data coverage is achieved, but inconsistencies and misrepresentations make the data difficult to understand and verify
Solution Approach 1:
The patent applies parameter changes by transforming data from various sources into a standardized parameter structure. The normalization module converts different formats, units, and representations into consistent parameters that can be reliably compared and analyzed. This parameter standardization maintains the comprehensive coverage of diverse data sources while eliminating inconsistencies through systematic transformation
Data Source
AI summary
Methods and systems are disclosed for dynamic interactive graphing of entity attributes. Data is received into a structured interface, the data defining attributes of an entity, and the structured interface defining relationships between the attributes. An interactive graph is generated of the attributes. The attributes are arranged within the interactive graph according to the relationships. The interactive graph is presented using a graphical user interface. The system receives a selection of at least one specified attribute of the attributes and rearranges the interactive graph dynamically in the graphical user interface based on the selection of the at least one specified attribute of the attributes.