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成果推介:面向可视化交互应用的智能测试技术
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solid #5caba7;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></section></section><section data-role="paragraph" data-color="#548dd4" style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section data-color="#548dd4" style="margin:10px 0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section data-color="#548dd4" style="margin:10px 0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><p style="padding:0px;outline:0px;max-width:100%;clear:both;min-height:1em;vertical-align:initial;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><section data-color="#548dd4" style="margin:10px 0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section style="margin:0px;padding:4px 10px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;width:677px;vertical-align:top;background-color:#5caba7;color:#ffffff;background-image:linear-gradient(116deg, #5caba7, #58ada4);"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;vertical-align:top;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;vertical-align:middle;"><p style="padding:0px;outline:0px;max-width:100%;clear:both;min-height:1em;vertical-align:initial;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">所属领域</strong><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"> </strong></p></section><section style="margin:0px 3px 0px 5px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;width:0px;border-left:8px solid #ffffff;border-top:5px solid transparent;border-bottom:5px solid transparent;display:inline-block;vertical-align:middle;height:10px;overflow:hidden;border-right-color:#5caba7;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></section></section></section></section></section><section data-color="#31859b" style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><p style="padding:0px;outline:0px;max-width:100%;clear:both;min-height:1em;vertical-align:initial;text-indent:0em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;box-sizing:border-box !important;overflow-wrap:break-word !important;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">新一代信息技术</strong></span></p></section><p style="padding:0px;outline:0px;max-width:100%;clear:both;min-height:1em;vertical-align:initial;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p></section></section></section><section style="margin:0px;padding:4px 10px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;width:677px;vertical-align:top;background-color:#5caba7;color:#ffffff;background-image:linear-gradient(116deg, #5caba7, #58ada4);"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;vertical-align:top;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;vertical-align:middle;"><p style="padding:0px;outline:0px;max-width:100%;clear:both;min-height:1em;vertical-align:initial;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">项目介绍</strong><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"> </strong></p></section><section style="margin:0px 3px 0px 5px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;width:0px;border-left:8px solid #ffffff;border-top:5px solid transparent;border-bottom:5px solid transparent;display:inline-block;vertical-align:middle;height:10px;overflow:hidden;border-right-color:#5caba7;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></section></section></section></section></section><section data-color="#31859b" style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><p style="padding:0px;outline:0px;max-width:100%;clear:both;min-height:1em;vertical-align:initial;text-indent:0em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">1. 市场应用前景</span></strong></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:15px;margin-bottom:0px;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">移动应用市场的不断扩大,光2023年中国市场就出货了2.71亿台,而国内市场上活跃的可视化交互应用总量约为260万款。大量的移动应用需要极大的、对质量保证的投入;而海量的设备所代表的海量用户,则对移动应用的质量提出了更高的要求。也因此, 2024年测试服务的全球市场预期达到了65.6亿美元,到2029年,这一数值将达到167.1亿美元。移动应用测试服务市场需求庞大,而传统的测试技术因为准确率、自动化程度、维护能力等方面的不足,需要投入海量的劳动力,而先进的智能化自动测试技术将针对上述问题,为测试服务节约大量的劳动力成本,从而带来极大的经济效益。</span></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">2. 痛点问题</span></strong></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:15px;margin-bottom:0px;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">广大用户通过与移动应用的图形化界面交互获取相关服务。移动应用能否提供高质量服务是影响用户体验、移动应用市场占有率的关键。图形化交互模式驱动下的移动应用测试是保障其服务质量的关键手段,但相关测试工作需要消耗海量人力物力。众多厂商也投入大量资源,组建专门的测试部门或自动化测试研发部门。相关技术研究也是当前国际研究的前沿热点。</span></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">3. 解决方案</span></strong></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:15px;margin-bottom:0px;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">本项目主要包括如下系列技术:基于视觉感知的</span><span class="wx_search_keyword_wrap" style="margin:0px;padding:0px;outline:0px;max-width:100%;color:var(--weui-link);cursor:default;box-sizing:border-box !important;overflow-wrap:break-word !important;">测试自动化<em class="wx_search_keyword" style="margin:0px;padding:0px;outline:0px;max-width:100%;display:inline-block;vertical-align:super;font-size:10px;width:1.2em;height:1.2em;mask-position:50% 50%;mask-repeat:no-repeat;mask-size:100%;mask-image:url(data:image/svg+xml,%3csvg width='12'height='12'viewbox='0 0 12 12'fill='none'xmlns='http://www.w3.org/2000/svg'%3e%3cpath fill-rule='evenodd'clip-rule='evenodd'd='m7.60772 8.29444c7.02144 8.73734 6.29139 9 5.5 9c3.567 9 2 7.433 2 5.5c2 3.567 3.567 2 5.5 2c7.433 2 9 3.567 9 5.5c9 6.28241 8.74327 7.00486 8.30946 7.5877c8.3183 7.59444 8.3268 7.60186 8.33488 7.60994l10.4331 9.70816l9.726 10.4153l7.62777 8.31704c7.62055 8.30983 7.61387 8.30228 7.60772 8.29444zm8 5.5c8 6.88071 6.88071 8 5.5 8c4.11929 8 3 6.88071 3 5.5c3 4.11929 4.11929 3 5.5 3c6.88071 3 8 4.11929 8 5.5z'fill='%23576b95'/%3e%3c/svg%3e);box-sizing:border-box !important;overflow-wrap:break-word !important;"></em></span><span style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">方法框架,交互层显示缺陷的自动化检测技术,基于强化学习技术以及深度神经网络的测试自动生成技术,基于孪生神经网络的系统状态划分技术,基于图像分析、布局信息分析及安卓源码分析的测试修复系列技术和基于视觉感知的测试跨平台自动复用技术。</span></span></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">4. 竞争优势分析</span></strong></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:15px;margin-bottom:0px;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">当下,业界在移动应用的自动化测试上面临着众多挑战,这些挑战使得投入成本居高不下。本项目可以有效针对现有问题,全面提升测试的自动化程度、拓宽应用场景、提升测试效率、降低维护成本,从而更大程度地解放投入在移动应用测试上的劳动力。特别的,相比现有的最好工具,在对大型应用的自动化测试方面,代码指令覆盖率提升约20%;在测试维护方面,失效测试操作的自动修复率提升超过30%。</span></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;">5. 知识产权</span></strong></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:15px;margin-bottom:0px;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;color:#3f3f3f;caret-color:red;box-sizing:border-box !important;overflow-wrap:break-word !important;"><span style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">围绕上述技术,本团队已获得专利授权专利10余项、软件著作权20余件,形成10余篇学术论文发表在软件工程领域世界顶级会议/期刊(计算机学会A类),并获得顶会ISSTA2020的最佳论文奖。此外,多项专利和软著也通过知识产权授权形式在腾讯微信、</span><span class="wx_search_keyword_wrap" style="margin:0px;padding:0px;outline:0px;max-width:100%;color:var(--weui-link);cursor:default;box-sizing:border-box !important;overflow-wrap:break-word !important;">华为鸿蒙<em class="wx_search_keyword" style="margin:0px;padding:0px;outline:0px;max-width:100%;display:inline-block;vertical-align:super;font-size:10px;width:1.2em;height:1.2em;mask-position:50% 50%;mask-repeat:no-repeat;mask-size:100%;mask-image:url(data:image/svg+xml,%3csvg width='12'height='12'viewbox='0 0 12 12'fill='none'xmlns='http://www.w3.org/2000/svg'%3e%3cpath fill-rule='evenodd'clip-rule='evenodd'd='m7.60772 8.29444c7.02144 8.73734 6.29139 9 5.5 9c3.567 9 2 7.433 2 5.5c2 3.567 3.567 2 5.5 2c7.433 2 9 3.567 9 5.5c9 6.28241 8.74327 7.00486 8.30946 7.5877c8.3183 7.59444 8.3268 7.60186 8.33488 7.60994l10.4331 9.70816l9.726 10.4153l7.62777 8.31704c7.62055 8.30983 7.61387 8.30228 7.60772 8.29444zm8 5.5c8 6.88071 6.88071 8 5.5 8c4.11929 8 3 6.88071 3 5.5c3 4.11929 4.11929 3 5.5 3c6.88071 3 8 4.11929 8 5.5z'fill='%23576b95'/%3e%3c/svg%3e);box-sizing:border-box !important;overflow-wrap:break-word !important;"></em></span><span style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">、小米、OPPO等手机领域国内头部企业的生产开发中使用。</span></span></p><p style="padding:0px 0.5em;outline:0px;max-width:100%;clear:both;min-height:1em;text-align:justify;vertical-align:initial;line-height:2em;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:15px;margin-bottom:0px;"><br style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;" /></p><section data-color="#548dd4" style="margin:10px 0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section style="margin:0px;padding:4px 10px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;width:677px;vertical-align:top;background-color:#5caba7;color:#ffffff;background-image:linear-gradient(116deg, #5caba7, #58ada4);"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;vertical-align:top;"><section style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;display:inline-block;vertical-align:middle;"><p style="padding:0px;outline:0px;max-width:100%;clear:both;min-height:1em;vertical-align:initial;box-sizing:border-box !important;overflow-wrap:break-word !important;margin-top:0px;margin-bottom:0px;"><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;">团队介绍 </strong><strong style="margin:0px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;"> </strong></p></section><section style="margin:0px 3px 0px 5px;padding:0px;outline:0px;max-width:100%;box-sizing:border-box !important;overflow-wrap:break-word !important;width:0px;border-left:8px solid #ffffff;border-top:5px solid transparent;border-bottom:5px solid 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