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Story Generation Based on Change of Social Relations by Selecting Event Fragments from Human-Outsourcing Stories
Thesis

Story Generation Based on Change of Social Relations by Selecting Event Fragments from Human-Outsourcing Stories

Chu, Li-Yang
Masters, 國立清華大學, 資訊工程學系
2013

Abstract

人力資源外包 社交關係 友誼 故事產生 片段化 事件 human-outsourcing social relation friendship story generation fragmenting event
The story plots without considerations about social friendship may be not reasonable or its feasibility may be limited. I propose a friendship resolution that can provide a plot that which accomplishes the required friendship change. I collect stories from human outsourcing, and transit the stories into a designed presentation which could be processed by program. Then I slice the stories according to the inner event’s causality or co-meaning relation and extract story fragments. The “friendship impact” and “friendship level to appear” are estimated. Finally, we can generate the plot by put fragments in appropriate friendship level and estimate the current friendship with the friendship impact. The experiment which ask form fillers to sort the rationality between a human-written, a model generated and a random generated stories has shown that the model generated story was even better than human-written ones. And this model is generic to handle requires in open domain.

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