Multi-application personalization: Data propagation evaluation on a real-life search query log

机译：多应用程序个性化：真实搜索查询日志中的数据传播评估

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In the field of multi-application personalization, several techniques have been proposed to support user modeling. None of them have sufficiently investigated the opportunity for a multi-application profile to evolve over time in order to avoid data inconsistency and the subsequent loss of income for website users and companies. In this paper, we propose a model addressing this issue and we focus in particular on user profile data propagation management. Data propagation is a way to reduce the amount of inconsistent user profile information over several applications, even in the case of temporary coalitions of applications as happens in Digital Ecosystems. To evaluate our model, we first extract user profiles using logs of the large real-life AOL search engine. Then, we simulate data propagation along semantically related user information.

机译：在多应用程序个性化领域，已经提出了几种支持用户建模的技术。他们中没有一个人充分研究了多应用程序配置文件随时间变化的机会，以避免数据不一致以及随之而来的网站用户和公司收入损失。在本文中，我们提出了一个解决此问题的模型，并且特别关注于用户配置文件数据传播管理。数据传播是一种减少多个应用程序中不一致的用户配置文件信息量的方法，即使在数字生态系统中发生应用程序临时联盟的情况下也是如此。为了评估我们的模型，我们首先使用大型现实AOL搜索引擎的日志提取用户个人资料。然后，我们沿着语义相关的用户信息模拟数据传播。

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来源
《Digital Ecosystems Technologies (DEST), 2012 6th IEEE International Conference on》|2012年|p.1- 6|共6页
会议地点 Campione dItalia(IT)
作者
Viviani Marco; Limam Lyes; Bennani Nadia; Coquil David;
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作者单位

Università degli Studi, dell''Insubria - DISTA, Via Mazzini, 5, 21100 Varese, Italia;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;人工智能理论;
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专利

1. Personalized Query Results using User Search Logs [J] . Santhi Kolli, V.Ramachandran, Dr.Rupa International Journal of Engineering Trends and Technology . 2013,第9a9期

机译：使用用户搜索日志的个性化查询结果
2. Application of Genetic Algorithm and Back Propagation Neural Network for Effective Personalize Web Search-Based on Clustered Query Sessions [J] . Suruchi Chawla International journal of applied evolutionary computation . 2016,第1期

机译：遗传算法和反向传播神经网络在基于聚类查询会话的有效个性化Web搜索中的应用
3. Improving the effectiveness of keyword search in databases using query logs [J] . Yu Ziqiang, Abraham Ajith, Yu Xiaohui, Engineering Applications of Artificial Intelligence . 2019,第MAY期

机译：使用查询日志提高数据库中关键字搜索的效率
4. Multi-application personalization: Data propagation evaluation on a real-life search query log [C] . Viviani Marco, Limam Lyes, Bennani Nadia, IEEE International Conference on Digital Ecosystems and Technologies . 2012

机译：多应用程序个性化：现实生活中的数据传播评估查询日志
5. Enhancing personalized search and improving accuracy and performance for keyword-based XML queries. [D] . Taha, Kamal. 2010

机译：增强个性化搜索并提高基于关键字的XML查询的准确性和性能。
6. From health search to healthcare: explorations of intention and utilization via query logs and user surveys [O] . Ryen W White, Eric Horvitz 2014

机译：从健康搜索到医疗保健：通过查询日志和用户调查探索意图和利用
7. Personalized Query Results using User Search Logs [O] . Santhi Kolli V. Ramachandran, Dr. Rupa 2014

机译：使用用户搜索日志的个性化查询结果
8. Applications of Statistical Distributions in Acoustic Model Evaluation (Log-Gamma Probability Density and Distribution Curves are Presented as Graphical Aids in Assessing the Statistical Character of Propagation Loss Data) [R] . McGirr, R. W. 1980

机译：统计分布在声学模型评估中的应用（Log-Gamma概率密度和分布曲线在评估传播损失数据的统计特征时作为图形辅助提供）

Multi-application personalization: Data propagation evaluation on a real-life search query log

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