MyEvents: A Personal Visual Analytics Approach for Mining Key Events and Knowledge Discovery in Support of Personal Reminiscence

机译：MyEvents：用于挖掘关键事件和知识发现的个人视觉分析方法，以支持个人回忆

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Abstract >Reminiscence is an important aspect in our life. It preserves precious memories, allows us to form our own identities and encourages us to accept the past. Our work takes the advantage of modern sensor technologies to support reminiscence, enabling self‐monitoring of personal activities and individual movement in space and time on a daily basis. This paper presents MyEvents, a web‐based personal visual analytics platform designed for non‐computing experts, that allows for the collection of long‐term location and movement data and the generation of event mementos. Our research is focused on two prominent goals in event reminiscence: (1) selection subjectivity and human involvement in the process of self‐knowledge discovery and memento creation; and (2) the enhancement of event familiarity by presenting target events and their related information for optimal memory recall and reminiscence. A novel multi‐significance event ranking model is proposed to determine significant events in the personal history according to user preferences for event category, frequency and regularity. The evaluation results show that MyEvents effectively fulfils the reminiscence goals and tasks. </abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译：</span><Abstract Type =“Main”XML：Lang =“en”> <标题类型=“main”>抽象</ title> > Reminiscence是我们生活中的一个重要方面。它保留了珍贵的记忆，让我们形成自己的身份并鼓励我们接受过去。我们的工作占据了现代传感器技术的优势，以支持回忆，在日常的情况下，能够自我监控空间和时间的个人活动和个人运动。本文介绍了一个专为非计算专家设计的基于网络的个人视觉分析平台，允许收集长期的位置和移动数据以及事件纪念品的产生。我们的研究专注于事件回忆中的两个突出目标：（1）选择主体性和人类参与自我知识发现和纪念品创作的过程; （2）通过呈现目标事件及其相关信息来提高活动熟悉，以获得最佳内存召回和refiniscence。提出了一种新的多重显着事件排名模型，以根据事件类别，频率和规律性的用户偏好确定个人历史中的重要事件。评估结果表明，MyEvents有效地满足了remincence目标和任务。</ p> </ abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" >著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-16902/'>《Computer Graphics Forum: Journal of the European Association for Computer Graphics》</a> <b style="margin: 0 2px;">|</b><span>2019年第1期</span><b style="margin: 0 2px;">|</b><span>共16页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Parvinzamir F.&option=202" target="_blank" rel="nofollow">Parvinzamir F.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Zhao Y.&option=202" target="_blank" rel="nofollow">Zhao Y.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Deng Z.&option=202" target="_blank" rel="nofollow">Deng Z.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Dong F.&option=202" target="_blank" rel="nofollow">Dong F.;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>University of BedfordshireCentre for Visualisation and Data AnalyticsLuton UK;</p> <p>University of BedfordshireCentre for Visualisation and Data AnalyticsLuton UK;</p> <p>University of BedfordshireCentre for Visualisation and Data AnalyticsLuton UK;</p> <p>University of BedfordshireCentre for Visualisation and Data AnalyticsLuton UK;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li > <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span><a href="https://www.zhangqiaokeyan.com/clc/7754.html" title="计算机的应用">计算机的应用;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=visual analytics&option=203" rel="nofollow">visual analytics;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=visualization&option=203" rel="nofollow">visualization;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=data mining&option=203" rel="nofollow">data mining;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=methods and applications&option=203" rel="nofollow">methods and applications;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=human–computer interfaces&option=203" rel="nofollow">human–computer interfaces;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=interaction&option=203" rel="nofollow">interaction;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=? Computing methodologies → Significant ranking&option=203" rel="nofollow">? Computing methodologies → Significant ranking;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=? Visual Analytics → Data mining&option=203" rel="nofollow">? Visual Analytics → Data mining;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Visualization&option=203" rel="nofollow">Visualization;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=? Design → Visual component design&option=203" rel="nofollow">? Design → Visual component design;</a> </p> <div class="translation"> 机译：视觉分析;可视化;数据挖掘;方法和应用;人机界面;互动;？计算方法→重要排名;视觉分析→数据挖掘;可视化;设计→视觉组件设计; </div> </li> </ul> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 class="all_title" id="enpatent66">相似文献</h3> <div class="similaritytab clearfix"> <ul> <li class="active" >外文文献</li> <li >中文文献</li> <li >专利</li> </ul> </div> <div class="similarity_details"> <ul > <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704022260082.html">MyEvents: A Personal Visual Analytics Approach for Mining Key Events and Knowledge Discovery in Support of Personal Reminiscence</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Parvinzamir F.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Parvinzamir F.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Zhao Y.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Zhao Y.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Deng Z.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Deng Z.,</a> <a href="/journal-foreign-16902/" target="_blank" rel="nofollow" class="tuijian_authcolor">Computer Graphics Forum: Journal of the European Association for Computer Graphics .</a> <span>2019</span><span>,第1期</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：MyEvents：用于挖掘关键事件和知识发现的个人视觉分析方法，以支持个人回忆</span> </p> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704016282606.html">Keyword Mining and Visualization from Text Corpus for Knowledge Chain Discovery Support</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Konomu DOBASHI&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Konomu DOBASHI,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Hiroyuki YAMAUCHI&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Hiroyuki YAMAUCHI,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Ryuki TACHIBANA&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Ryuki TACHIBANA </a> <a href="/journal-foreign-36900/" target="_blank" rel="nofollow" class="tuijian_authcolor">電子情報通信学会技術研究報告. 言語理解とコミュニケーション. 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information collection program, as well as, receiving terminal and personal information management program</a> <b>[P]</b> . <span> 外国专利：  JP4829737B2 </span> <span> . 2011-12-07</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：个人信息保护系统，密钥管理设备和密钥生成程序，签名密钥生成设备和签名密钥生成程序，个人信息管理设备和个人信息收集程序，以及接收终端和个人信息管理程序 </span> </p> </li> </ul> </div> </div> </div> <div class="theme cardcommon" style="overflow: auto;display:none"> <h3 class="all_title" id="enpatent55">相关主题</h3> <ul id="subject"> </ul> </div> </div> </div> </div> <div class="right rightcon"> <div class="details_img cardcommon clearfix" style="margin-bottom: 10px;display:none;" > </div> </div> </div> <div id="thesis_get_original1" class="downloadBth" style="bottom: 19px;z-index: 999;" onclick="ywcd('0704022260082','4',7,2,1,'',this,24)" class="delivery" prompt="010401" title="通过人工服务将文献原文发送至邮箱" >获取原文</div> <div 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