Ad Creative Title Promotion with Redundancy Evaluation
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Solution Overview
Problem
Existing content presentation methods on the Internet fail to effectively promote relevant information from the body portion to the title portion of advertisements, leading to redundancy and reduced user interaction, as they do not adequately evaluate or adjust content for optimal presentation.
Innovation Solution
A computer-implemented method that identifies and promotes candidate words or phrases from the body portion to the title portion of advertisements, evaluating for redundancy and adjusting the creative content based on metrics such as word frequency, length, and user metrics to enhance engagement, while ensuring no unacceptable redundancy is introduced.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If content is promoted from body portion to title portion, then user interaction rates and click-through rates increase, but redundancy may be introduced if not properly evaluated
Solution Approach 1:
The system performs preliminary evaluation of candidate words and phrases before promotion, checking for redundancy against existing title content. This advance assessment prevents redundant information from being promoted, while still allowing relevant, non-redundant content to enhance user interaction.
Solution Approach 2:
The system uses feedback from redundancy evaluation metrics to determine whether promotion should occur. By continuously assessing the relationship between candidate content and existing title content, the system adjusts promotion decisions to maximize user interaction while minimizing redundancy.
2Productivity
If candidate words are promoted to title portion, then advertisement becomes more attention-grabbing, but title portion length may be exceeded
Solution Approach 1:
The system changes parameters by evaluating multiple attributes of candidate content including length, relevance score, and redundancy metrics. Based on these parameter assessments, the system determines which candidates can be promoted without exceeding title portion length constraints, balancing attention-grabbing quality with format compliance.
3Measurement precision
If comprehensive evaluation of body portion is performed, then relevant content is identified for promotion, but processing complexity increases
Solution Approach 1:
The system performs partial evaluation by focusing on specific characteristics of candidate content such as word frequency, phrase completeness, and relevance to title topic. Rather than analyzing every aspect of each candidate, the system evaluates key partial features that sufficiently determine promotion eligibility, reducing processing complexity while maintaining evaluation accuracy.
Data Source
AI summary
Methods, systems, and apparatus, including computer programs encoded on a computer-readable storage medium, and including a method for providing creatives. The method comprises identifying a creative for processing, the creative including a title portion, a body portion and optionally a reference portion. The method further comprises evaluating the body portion and the reference portion including determining when either portion includes one or more candidate words or candidate reference that can be added to the title portion. The method further comprises determining when, if promoted, the candidate one or more words or candidate reference would be redundant to content already included in the title portion. The method further comprises promoting the candidate one or more words or candidate reference into the title portion when no unacceptable redundancy is determined. The method further comprises providing the creative including the title portion with the promoted candidate one or more words or candidate reference.