Interactive Communication Action Elements to Reduce Dialog Turns
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Solution Overview
Problem
Existing communication systems require numerous dialog turns and consume significant network and hardware resources, leading to reduced battery life and inefficient use of computational resources.
Innovation Solution
An interactive communications system that analyzes user and agent inputs during a session, determines the intent and action, and provides tailored output elements to enhance session functionality, reduce dialog turns, and optimize resource usage.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If the system engages in traditional multi-turn dialog processing, then communication completeness is improved, but battery life deteriorates due to increased processing cycles
Solution Approach 1:
The system performs preliminary analysis of user input to predict potential follow-up questions and answers before the actual dialog turns occur. By pre-computing action performance elements and preparing response options in advance, the system reduces the number of processing cycles needed during actual communication, thereby conserving battery life while maintaining communication completeness.
Solution Approach 2:
The system creates simplified copies or representations of complex dialog states through action performance elements. Instead of processing entire multi-turn dialog contexts, the system works with condensed action elements that capture essential information, reducing computational load and energy consumption while preserving the core communicative function.
2Loss of information
If the system processes numerous dialog turns, then communication thoroughness is improved, but computational resource consumption increases
Solution Approach 1:
The system extracts and separates the essential action performance elements from complex dialog contexts. By identifying and isolating key actions and their associated elements, the system processes only the critical components rather than entire dialog sequences, reducing computational resource consumption while maintaining communication thoroughness.
Solution Approach 2:
The system segments dialog processing into discrete action performance elements that can be handled independently. Each action element represents a self-contained unit of communication intent, allowing the system to process communications in modular fashion rather than as monolithic multi-turn sequences, thereby reducing overall computational complexity.
3Ease of operation
If the system provides detailed output elements for each dialog turn, then user assistance quality is improved, but network resource consumption increases
Solution Approach 1:
The system provides action performance elements selectively based on the specific needs of each communication context. Rather than generating detailed outputs for every possible dialog turn, the system delivers targeted assistance elements only when necessary to maintain user assistance quality, thereby reducing unnecessary network resource consumption while preserving ease of operation.
Data Source
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AI summary
Implementations are directed to facilitating user device and/or agent device actions during a communication session. An interactive communications system provides outputs, as outlined below, that are tailored to enhance the functionality of the communication session, reduce the number of dialog "turns" of the communications session and/or the number of user inputs to devices involved in the session, and/or otherwise mitigate consumption of network and/or hardware resources during the communication session. In various implementations, the communication session involves user device(s) of a user, agent device(s) of an agent, and the interactive communications system. The interactive communications system can analyze various communications from the user device(s) and/or agent device(s) during a communication session in which the user (via the user device(s)) directs various communications to the agent, and in which the agent (via the agent device(s)) optionally directs various communications to the user. The interactive communications system provides action performance element(s) and/or other output(s) that are each specific to a corresponding current intent and corresponding current action of the communication session.