Development of a model to analyze the overall judgment of similarity and its evaluation

相似度整体判断及评价分析模型的建立

• 批准号: 60510037
• 负责人: SAITO Takayuki
• 金额: $ 0.58万
• 依托单位: Hokkaido University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for General Scientific Research (C)
• 财政年份: 1985
• 资助国家: 日本
• 起止时间: 1985 至 1986
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-60510037/
• 关键词: Similarity; Dissimilarity; Multidimensional Scaling; Context Effect; Cognitive Level; 非線形最適化

In order to explore the complex aspects in the overall judgment of similarity or dissimilarity, this research aimed to develop a model and the scaling method and also to evaluate them.First it was found that the overall judgment process is related to many aspects such as (dis)similarity judgment, perceptual process, cognitive process, context effects, frequency effect. Next, on the basis of those findings, a general model was proposed to analyze the structure and those aspects involved in the overall judgment. A new method of multidimensional scaling was then developed to estimate the model parameters, by using nonlinear optimization methods. Finally, the algorithms were evaluated through a Monte Carlo study, which indicated practical applicability of the model and the scaling method. This research was accomplished by demonstrating application studies.

为了探索相似性或不相似性总体判断中的复杂方面，本研究旨在开发模型和标度方法并对其进行评估。首先发现总体判断过程与许多方面相关，例如（ dis)相似性判断、知觉过程、认知过程、情境效应、频率效应。接下来，根据这些发现，提出了一个通用模型来分析总体判断的结构和涉及的方面。然后开发了一种新的多维标度方法，通过使用非线性优化方法来估计模型参数。最后，通过蒙特卡罗研究对算法进行了评估，表明了模型和缩放方法的实际适用性。这项研究是通过展示应用研究来完成的。

项目成果

Takayuki Saito: Behaviormetrika. 20. 35-62 (1986)

Takayuki Saito：行为测量学。

Takayuki Saito: "Multidimensional scaling to explore complex aspects in dissimilarity judgment" Behaviormetrika. 20. 35-62 (1986)

Takayuki Saito：“多维尺度来探索相异性判断中的复杂方面”Behaviormetrika。