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<!DOCTYPE html>
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<h1 style="font-size: 50px;">智能软件技术与质量研究组</h1>
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<p class="my-lead-text"><span class="badge badge-pill badge-info badge-expend">GIST</span>
隶属于计算机软件新技术国家重点实验室和南京大学计算机科学与技术系。研究组专注于物联网、区块链、大数据、云计算和人工智能等新基建平台，
致力于构建现代智能软件的质量保障体系，探索软件和智能领域的学科交叉前沿，为智能化软件的开发和应用保驾护航。
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We have made much work for combinatorial testing, including
research <a href="#publication">papers</a>, a <a href="#project">repository</a> of
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<th style="width: 16%">加入我们</th>
<td style="width: 84%">课题组常年招收博士、硕士以及南京大学本科生，欢迎联系我们。</td>
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<th style="width: 16%">Jan, 2020</th>
<td style="width: 84%">Prof.聂就区块链技术及其应用做了三场讲座。</td>
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<tr>
<th style="width: 16%"></th>
<td style="width: 84%">
<a href="https://mp.weixin.qq.com/s/_eC6wN6Y3kxcFxJxW0PiLg">近思堂</a> /
<a href="https://mp.weixin.qq.com/s/IFfnRdo-zQEawNKe1bkFig">连云港市青年科技工作者学术年会</a> /
<a href="https://www.meipian4.cn/2manix0h?first_share_uid=3524649&share_depth=3&share_source=groupmessage&share_user_mpuuid=625238b24dced209f9bf350b03acd806&sharer_id=ojq1tt5brvn1NF0QAJWlbmYLg1-Q&user_id=ohbsluNWvDZNr-vD05POpO9YpDGY">南京大学河南校友会</a>
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<div class="people-name"><a href="/changhai/public_html">聂长海<br>Changhai Nie</a></div>
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<td><div class="people-name"><a href="https://huayaow.github.io">吴化尧<br>Huayao Wu</a></div>
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<td><div class="people-name"><a href="https://niuxintao.github.io">钮鑫涛<br>Xintao Niu</a></div>
<div class="people-position">助理研究员</div></td></tr>
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<td><div class="people-name">徐家喜<br>Jiaxi Xu</div>
<div class="people-position">高级工程师</div></td></tr>
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<td><img class="card-img-top people-avatar" src="picture/wangyan.jpg"></td>
<td><div class="people-name">王燕<br>Yan Wang</div>
<div class="people-position">讲师</div></td></tr>
</table>
</div>
</div>
<!-- PhD -->
<h4 class="pt-5">博士生</h4>
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<td><img class="card-img-top people-avatar" src="picture/xiapeixuan.jpg"></td>
<td><div class="people-name">夏培萱<br>Peixuan Xia</div></td></tr>
</table>
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<table><tr>
<td><img class="card-img-top people-avatar" src="picture/xulixin.png"></td>
<td><div class="people-name">徐立鑫<br>Lixin Xu</div></td></tr>
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<td><div class="people-name">胡圣佑<br>Shengyou Hu</div></td></tr>
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<td><img class="card-img-top people-avatar" src="picture/niedawei.JPG"></td>
<td><div class="people-name">聂大为<br>Dawei Nie</div></td></tr>
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<td><img class="card-img-top people-avatar" src="picture/yaotianang.jpg"></td>
<td><div class="people-name">姚天昂<br>Tianang Yao</div></td></tr>
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<td><img class="card-img-top people-avatar" src="picture/yusenyao.JPG"></td>
<td><div class="people-name">余森垚<br>Senyao Yu</div></td></tr>
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<td><img class="card-img-top people-avatar" src="picture/wangjingling.png"></td>
<td><div class="people-name">王靖灵<br>Jingling Wang</div></td></tr>
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<td><img class="card-img-top people-avatar" src="picture/boy.png"></td>
<td><div class="people-name">王鹏<br>Peng Wang</div></td></tr>
</table>
</div>
</div>
<!-- Master -->
<h4 class="pt-5">硕士生</h4>
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<td><img class="card-img-top people-avatar" src="picture/panminqing.jpg"></td>
<td><div class="people-name">潘敏青<br>Minqing Pan</div></td></tr>
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<table><tr>
<td><img class="card-img-top people-avatar" src="picture/zhangkaiyu.jpg"></td>
<td><div class="people-name">张开宇<br>Kaiyu Zhang</div></td></tr>
</table>
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<table><tr>
<td><img class="card-img-top people-avatar" src="picture/zhouchenchen.png"></td>
<td><div class="people-name">周成乘<br>Chengcheng Zhou</div></td></tr>
</table>
</div>
<div class="p-2 col-sm-6 col-md-4 col-lg-3">
<table><tr>
<td><img class="card-img-top people-avatar" src="picture/chenhongnan.jpg"></td>
<td><div class="people-name">陈宏楠<br>Hongnan Chen</div></td></tr>
</table>
</div>
<div class="p-2 col-sm-6 col-md-4 col-lg-3">
<table><tr>
<td><img class="card-img-top people-avatar" src="picture/fanjiaming.jpg"></td>
<td><div class="people-name">范佳明<br>Jiaming Fan</div></td></tr>
</table>
</div>
<div class="p-2 col-sm-6 col-md-4 col-lg-3">
<table><tr>
<td><img class="card-img-top people-avatar" src="picture/gongnanya.JPG"></td>
<td><div class="people-name">龚楠雅<br>Nanya Gong</div></td></tr>
</table>
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<table><tr>
<td><img class="card-img-top people-avatar" src="picture/boy.png"></td>
<td><div class="people-name">聂文龙<br>Wenlong Nie</div></td></tr>
</table>
</div>
<div class="p-2 col-sm-6 col-md-4 col-lg-3">
<table><tr>
<td><img class="card-img-top people-avatar" src="picture/qiushuwei.jpg"></td>
<td><div class="people-name">丘书玮<br>Shuwei Qiu</div></td></tr>
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<div class="p-2 col-sm-6 col-md-4 col-lg-3">
<table><tr>
<td><img class="card-img-top people-avatar" src="picture/xiangjiantu.png"></td>
<td><div class="people-name">向健图<br>Jiantu Xiang</div></td></tr>
</table>
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<table><tr>
<td><img class="card-img-top people-avatar" src="picture/xieruishuo.jpg"></td>
<td><div class="people-name">谢润烁<br>Runshuo Xie</div></td></tr>
</table>
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<div class="p-2 col-sm-6 col-md-4 col-lg-3">
<table><tr>
<td><img class="card-img-top people-avatar" src="picture/panzhenyu.jpg"></td>
<td><div class="people-name">潘振宇<br>Zhenyu Pan</div></td></tr>
</table>
</div>
<div class="p-2 col-sm-6 col-md-4 col-lg-3">
<table><tr>
<td><img class="card-img-top people-avatar" src="picture/zhenghe.jpg"></td>
<td><div class="people-name">郑贺<br>He Zheng</div></td></tr>
</table>
</div>
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<table><tr>
<td><img class="card-img-top people-avatar" src="picture/girl.png"></td>
<td><div class="people-name">胡成悦<br>Chengyue hu</div></td></tr>
</table>
</div>
</div>
<!-- Graduated -->
<!--h4 class="pt-5 pb-2">以往研究生</h4>
<div class="row pl-2">
<div class="col-sm-2"><h6>滕云 <small>2022</small></h6></div>
<div class="col-sm-2"><h6>孙颜洁 <small>2022</small></h6></div>
<div class="col-sm-2"><h6>张思熠 <small>2022</small></h6></div>
<div class="col-sm-2"><h6>李刚 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>邓文俊 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>王乐进 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>陆超逸 <small>2021</small></h6></div>
<div class="col-sm-2"><h6>张文茜 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>尹震 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>鲁耀远 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>张志男 <small>2017</small></h6></div>
<div class="col-sm-2"><h6>周锦春 <small>2016</small></h6></div>
<div class="col-sm-2"><h6><a href="/people/mahua/">马骅</a> <small>2015</small></h6></div>
<div class="col-sm-2"><h6>程浩洋 <small>2015</small></h6></div>
<div class="col-sm-2"><h6>周航 <small>2015</small></h6></div>
<div class="col-sm-2"><h6><a href="/people/mengfan/">曾梦凡</a> <small>2014</small></h6></div>
<div class="col-sm-2"><h6>陈思洋 <small>2013</small></h6></div>
<div class="col-sm-2"><h6>李杰 <small>2010</small></h6></div>
<div class="col-sm-2"><h6>梁亚澜 <small>2010</small></h6></div>
<div class="col-sm-2"><h6>蒋静 <small>2008</small></h6></div>
</div-->
</div>
</div>
</section>
<!-- Research -->
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<h1 class="section-title pt-3 pb-1">研究方向</h1>
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<h4 class="title">区块链新技术与质量保证</h4>
<p class="description">
研究区块链及其智能合约的测试技术体系，为<span class="text-bf">区块链系统的质量和安全</span>保驾护航。
在走到区块链理论前沿的基础上，占据区块链技术创新制高点，争取产业和应用优势。
<br>
<br>
</p>
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</div>
<div class="col-md-6 col-sm-12">
<div class="box">
<div class="icon"><i class="fas fa-rocket"></i></div>
<h4 class="title">智能软件测试</h4>
<p class="description">
<span class="text-bf">Testing for AI</span>：对深度学习、自然语言处理、图像处理等智能软件系统进行分析与测试；<br>
<span class="text-bf">AI for Testing</span>：综合应用机器智能和人类群体智能来解决各类复杂的软件测试问题。
</p>
</div>
</div>
</div>
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<div class="col-md-6 col-sm-12">
<div class="box wow">
<div class="icon"><i class="fab fa-app-store-ios"></i></div>
<h4 class="title">软件生态系统分析</h4>
<p class="description">
挖掘和分析<span class="text-bf"> App Store </span>中的技术、用户和商业相关信息，提高移动应用的开发效率和质量。
研究<span class="text-bf">开源软件</span>中的群体协作和工程实践规律，构建高效的群智化软件开发方法。
</div>
</div>
<div class="col-md-6 col-sm-12">
<div class="box wow">
<div class="icon"><i class="fas fa-search-location"></i></div>
<h4 class="title">故障分析与修复</h4>
<p class="description">
研究对系统中的故障、漏洞的<span class="text-bf">缺陷定位</span>方法和理论，探索和优化能够自动修复特定类型故障的方法。
<br>
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<br>
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<!--
<dl class="row pl-2 pl-sm-0">
<dt class="col-sm-4 col-md-3 col-lg-2">2013 - 2016</dt>
<dd class="col-sm-8 col-md-9 col-lg-10">Search Based Software Testing (No. 61272079)</dd>
<dt class="col-sm-4 col-md-3 col-lg-2">2008 - 2010</dt>
<dd class="col-sm-8 col-md-9 col-lg-10">Combinatorial Testing (No. 60773104)</dd>
<dt class="col-sm-4 col-md-3 col-lg-2">2005 - 2007</dt>
<dd class="col-sm-8 col-md-9 col-lg-10">Test Suite Reduction and Prioritization (No. 60403016)</dd>
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<h1 class="section-title pt-3">代表成果</h1>
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<h4><i class="fa fa-university fa-fw"></i> 高水平研究论文</h4>
<ul class="list-unstyled list-publication">
<li>Huayao Wu, Lixin Xu, Xintao Niu, Changhai Nie,
Combinatorial Testing of RESTful APIs,
<em>International Conference on Software Engineering (ICSE)</em>, 2022: 426-437
[<a target="_blank" href="https://ieeexplore.ieee.org/document/9794061">IEEE Xplore</a>]
</li>
<li>Xintao Niu, Yanjie Sun, Huayao Wu, Gang Li, Changhai Nie, Yu Lei, and Xiaoyin Wang,
Combinatorial Testing with Metamorphic Relations,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 48(12): 5007-5029, 2022
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/9629275">IEEE Xplore</a>]
</li>
<li>Xintao Niu, Huayao Wu, Changhai Nie, Yu Lei, and Xiaoyin Wang,
A Theory of Pending Schemas in Combinatorial Testing,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 48(10): 4119-4151, 2022
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/9543605">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Wenjun Deng, Xintao Niu, and Changhai Nie,
Identifying Key Features from App User Reviews,
<em>International Conference on Software Engineering (ICSE)</em>, 2021: 922-932
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/9402119">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia and Mark Harman,
Comparative Analysis of Constraint Handling Techniques for Constrained Combinatorial Testing,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 47(11): 2549-2562, 2021
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/8913600">IEEE Xplore</a>]
</li>
<li>Xintao Niu, Changhai Nie, Hareton Leung, Yu Lei, Xiaoyin Wang, Jiaxi Xu and Yan Wang,
An Interleaving Approach to Combinatorial Testing and Failure-inducing Interaction Identification,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 46(6): 584-615, 2020
[<a href="https://ieeexplore.ieee.org/document/8438906/">IEEE Xplore</a>]
</li>
<li>Huayao Wu, Changhai Nie, Petke Justyna, Yue Jia and Mark Harman,
An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random Testing,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 46(3): 302-320, 2020
[<a target="_blank" href="https://ieeexplore.ieee.org/document/8405609/">IEEE Xplore</a>]
</li>
<li>Xintao Niu, Changhai Nie, Yu Lei, Hareton Leung and Xiaoyin Wang,
Identifying Failure-Causing Schemas in the Presence of Multiple Faults,
<em>IEEE Transactions on Software Engineering (TSE)</em>, 46(2): 141-162, 2020
[<a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/8372636">IEEE Xplore</a>]
</li>
<li>Changhai Nie and Hareton Leung,
A survey of combinatorial testing,
<em>ACM Computing Surveys (CSUR)</em>, 43(2): 11:1-11:29, 2011.
[<a target="_blank" href="http://dx.doi.org/10.1145/1883612.1883618">ACM digital library</a>]
</li>
<li>Changhai Nie and Hareton Leung,
The Minimal Failure-Causing Schema of Combinatorial Testing,
<em>ACM Transactions on Software Engineering and Methodology (TOSEM)</em>, 20(4): 15:1-15:38, 2011
[<a target="_blank" href="http://dx.doi.org/10.1145/2000799.2000801">ACM digital library</a>]
</li>
</ul>
<h4><i class="fa fa-book fa-fw"></i> 教材和专著</h4>
<ul class="list-unstyled list-publication">
<li>区块链技术基础教程：原理、方法及实践, 聂长海 等, 机械工业出版社</li>
<li>应用数据分析：原理与应用, 聂长海 (译), Johnson I. Agbinya 著, 机械工业出版社</li>
<li>现代软件质量保证的概念与方法, 聂长海, 机械工业出版社</li>
<li><a href="" data-toggle="modal" data-target="#book1">
软件测试的概念与方法</a>, 聂长海, 清华大学出版社</li>
<li><a href="" data-toggle="modal" data-target="#book2">
组合测试</a>, 聂长海, 科学出版社</li>
</ul>
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<h1 class="section-title pt-3 pb-2">工具和代码</h1>
<h5 class="text-center">See more at <a href="https://github.com/GIST-NJU">GitHub</a></h5>
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<h4 class="pt-3"><strong>CitHub</strong></h4>
<p>组合测试开放服务平台</p>
<a href="./cithub" class="btn btn-light">visit</a>
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<h4 class="pt-3"><strong>CT Repository</strong></h4>
<p>组合测试文献库</p>
<a href="https://gist.nju.edu.cn/ct_repository/" class="btn btn-light">visit</a>
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<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-leanpub fa-stack-1x text-blue"></i>
</span>
<h4 class="pt-3"><strong>SAR Repository</strong></h4>
<p>软件老化与重生文献库</p>
<a href="https://gist.nju.edu.cn/sar_repository" class="btn btn-light">visit</a>
</div>
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<h1 class="section-title pt-3 pb-2">教学</h1>
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<h4>本科生课程</h4>
<ul class="list-publication">
<li><strong>软件质量保障</strong>, 计算机系 (方向核心), 秋季学期</li>
<li><strong>软件测试</strong>, 计算机系 (选修), 秋季学期 <a href="https://gist.nju.edu.cn/course/testing/">(课程主页)</a></li>
<li><strong>操作系统</strong>, 计算机系 (平台), 秋季学期 ｜ 人工智能学院 (平台), 春季学期</li>
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<h4>研究生课程</h4>
<ul class="list-publication">
<li><strong>区块链</strong>, 计算机系, 秋季学期 <a href="https://gist.nju.edu.cn/BlockChain">(课程主页)</a></li>
</ul>
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<a href="http://weike.enetedu.com/play.asp?vodid=179973&e=3">
<img class="img-portfolio img-fluid" src="image/weike.jpg">
</a>
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<h4>微课：组合测试</h4>
<p>10 分钟的微课视频，旨在简要介绍组合测试的基本理论和方法</p>
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<h5><strong>聂长海</strong><br>
<small class="text-muted">GIST负责人</small>
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<p>
计算机软件新技术国家重点实验室 <br>
南京大学<br>
栖霞区 仙林大道163号<br>
南京 中国 210023<br>
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<p>
计算机科学与技术系楼 705<br>
<i class="fa fa-phone fa-fw"></i>(86) 25-89680915<br>
<i class="fa fa-envelope-o fa-fw"></i> changhainie [at] nju.edu.cn<br>
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<h5 class="modal-title">软件测试的概念与方法 (Software Testing Concepts and Methods)</h5>
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<p>本书以软件测试方法的分类为线索，以软件测试的各种方法为内容，
系统地介绍各种软件测试方法的概念、理论、特点和在工程实践中应用的例子，
内容力求简洁、清楚。与已有的软件测试教材和相关书籍相比，
本书的特色是以各种软件测试方法为中心，系统地介绍到目前为止，几乎所有的可以查到或见到的软件测试方法，
是对目前已经出版的软件测试书籍的一个重要补充。</p>
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<p>组合测试是一种重要的软件测试方法，该方法系统地检测软件系统中各种组合的相互作用，
例如软件中不同功能、不同输入、不同配置或环境等因素的相互作用可能引发的故障。
由于其应用场景的广泛性，组合测试越来越受到工业界和学术界的研究和重视。
本书系统介绍组合测试的概念、特点、应用场景、具体的应用步骤、
以及应用和发展过程中所面临的各种科学问题和解决方案等。
通过丰富具体的示范性应用实例介绍各种抽象的概念和过程，力图简洁清楚，通俗易懂，
对读者专业基础要求尽可能比较低。本书是目前软件测试领域第一本专门系统介绍组合测试方法的中文著作，
是计算机相关领域的工作人员，特别是计算机软件开发和测试人员、软件测试领域的教学、
科研以及相关从业人员的重要参考书。</p>
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