《软件需求最佳实践》徐峰读书笔记
2023-09-05 15:34:08 0 举报
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《软件需求最佳实践》全文读书笔记,有想体系化学习需求分析的同学可以了解下
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大纲/内容
第一部分:原理、模型与误区
第1章 需求实践现状分析
1.1 软件项目失败的根源
需求问题成为项目成败关键因素<br>
需求相关败因简要分析<br>
1.不完整的需求
需求规格说明书应该采用业务导向的树型层次结构来组织
2.缺乏用户参与
对于需求分析员而言,真正的专业主义是基于业务利益(解决问题、创造机会、提高管控力等)的沟通<br>
3.不切实际的用户期望<br>
主动地帮助用户更好地理解软件的成本
4.需求变更频繁
5.提供了不再需要的
基于业务领域知识来衡量需求的必要性和充分性,在最开始有效地划分优先级<br>
需求“迷途”
1.沟通失真
<br>
●文档<br>
仅靠口口相授的话,就难免发生遗忘、加工等情况,因此必须在这个过程中有效地利用文档,将达成共识的信息文档化<br>
●Review<br>
最简单、最有效的Review就是在用户代表阐述了需求之后,需求分析员用自己的语言再复述一遍,以确保沟通没有失真
2.客户的需求放大
● 客户希望支付的成本尽可能少,获得的效益尽可能多
一方面需要提升软件估算实践的有效性,另一方面则需要产业成熟度的提高
● 解决方案的选择权交给了不熟悉技术的客户<br>
调研需求时少问What多问Why
3.项目经理的需求控制
●项目经理经常会从技术的角度来对需求进行控制
应该以业务为线索来组织需求,基于“Why”的层面对需求建立高层次的认识<br>
4.分析人员的技术加工<br>
需求分析的本质在于业务分析,而非技术分析
5.编码人员的断章取义<br>
业务场景是需求之魂,除了描述清楚需求本身,也要将业务场景带入<br>
1.2 透过表象,分析本质<br>
1.2.1 需求变更频繁
● 需求变更是对原有需求的背离
说明需求描述与沟通有问题,导致需求在交流的过程产生失真;<br>因此应该加强需求过程的管理,加强沟通手段的管理<br>
● 需求变更是对原有需求的补充
说明需求捕获有问题,需求不完整;<br>因此应该加强需求捕获方法的组合应用,加强对业务模型的梳理<br>
● 需求变更集中在流程间<br>
说明需要采用工作流引擎
● 需求变更集中在用户界面方面<br>
说明需要开发用户界面动态生成器
...
1.2.2 上线阻力大
1.利益冲突
直接提交给客户方的高层,减少开发团队的压力
2.工作量增大
● 提高易用性
● 工作量价值化
● 将数据迁移、准备工作独立出来<br>
1.2.3 运行效果差
● 从问题或机会入手,提高管理人员的推动力
<font color="#e74f4c">要成功地实施一个项目,首要工作就是在客户方为项目找一个爹</font>
● 从障碍和困难出发,解决操作人员的积极性
1.2.4 完全崩溃<br>
未调研分析清楚非功能性需求
1.3 方法论与需求工作<br>
1.3.1 C/S还是B/S<br>
1.3.2 软件工程方法论
标准瀑布式方法论
敏捷方法论
1.3.3 开发思想<br>
1.成熟度<br>
2.溯源<br>
3.了解局限性
1.4 小结<br>
透过表象、分析本质,努力分析、总结经验,真正做到“前车之鉴,后事之师”
第2章 不同软件项目的需求视图<br>
2.1 信息系统的需求视图
2.1.1 信息系统的本质与分类
1.信息系统的本质:数据信息化
子主题<br>
2.信息系统的类别<br>
<br>
● 联机事务处理系统是数据的生产者
● 管理信息系统是数据的消费者
● 主管信息系统、决策支持信息是数据的高级消费者<br>
● 专家系统是对个人知识的沉淀,同时也是数据的消费者
● 办公自动化系统是对沟通与协作的直接支持
2.1.2 联机事务处理系统——流程电子化
2.1.1 信息系统的本质与分类<br>
信息系统是人、数据、过程和接口的组合,它们之间相互作用,支持并改进企业的日常运作,并支持管理人员和用户解决问题和做出决策
2.1.2 联机事务处理系统——流程电子化
2.1.3 管理信息系统——数据信息化
2.1.4 其他信息系统<br>
2.1.5 信息系统的多维视图
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2.2 嵌入式系统的需求视图<br>
2.3 软件产品的需求视图
1.信息系统类
诸如进销存、ERP、OA、财务电算化等软件产品<br>
2.工具软件类<br>
基于使用场景的困难点分析是工具软件的需求要点<br>
第3章 软件需求与需求工程
3.1 什么是软件需求
3.1.1 需求的三个层次
1.业务需求
那是在项目立项阶段整理的,也就是需求定义的产物。
2.用户需求
用户需求是需求捕获的产物
3.软件需求
业务需求是需求定义的产物,用户需求是需求捕获的产物,软件需求是需求分析与建模的产物
3.1.2 需求的三种类型
1.功能需求
功能需求的要点在于如何组织
2.非功能需求
非功能需求的要点在于保证信息的有效传递和注意其局部性
3.设计约束
(1)非技术因素决定的技术选型
(2)预期的软硬件环境
(3)预期的使用环境
<font color="#e74f4c">3.1.3 优秀需求的标准</font>
1.完整性<br>
(1)用户才是验证需求完整性的合适人选<br>
业务导向的层次结构是保障完整性的关键
(2)需求完整性存在不同层面<br>
2.不失真<br>
正确性<br>
无歧义性<br>
要确保需求不失真,加强需求的验证是关键手段;但在做需求验证时首先要认识到“验证是质量关”,尽可能多地暴露出问题才是关键
3.有优先级<br>
(1)优先级有不同的角度<br>
引导用户对需求的优先级进行划分
(2)必要性是优先级评价的盲区<br>
4.有技术早期介入<br>
需求规格说明书的读者是谁呢?就是开发团队和测试团队
可行性<br>
可验证性
完整性、正确性、无歧义性、必要性、有优先次序、可行性、可验证性7个
3.2 需求工程解析
3.2.1 需求工程的范畴
<b>需求开发</b>是收集、分析、整理、编写、验证需求的全过程,重点在于开发出高质量的需求规格说明。
<b>需求管理</b>则是对需求的实现、变化进行追踪的全过程,重点在于确保开发的软件满足这些需求<br>
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<font color="#e74f4c"><b>3.2.2 需求开发工作要点</b></font>
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1.需求获取
捕获范围不足
缺乏计划性
缺乏科学性<br>
捕获对象不明确<br>
捕获手段不足
在需求捕获活动中,化被动为主动是关键。
2.需求分析<br>
(1)需求分析是什么
需求分析是业务分析
需求分析的任务是对问题域进行研究,因此将从业务线索入手,而非系统结构
需求分析是一种分解活动<br>
也就是将待开发的系统按职责划分成不同的主题域,然后分解成组成该主题域的所有业务流程,再分解到业务活动(用例)、业务步骤
需求分析是一种提炼与整合活动
需要将用户的原始需求合并到业务活动中去,要将各个业务流程合并成全局业务流程图,要将每个业务事件相关的领域类图片面合并成全局领域类图,要将各个业务事件的用例图片断合并成全局的用例模型等
需求分析是一种规格化活动<br>
也就是要找到冲突、矛盾,并且通过访谈等手段解决这个问题
<b>需求分析就是向下分解+向上提炼,外加一些规格化</b>
(2)内容与形式<br>
需求分析是目标,需求建模是手段。
(3)何时开始、何时结束<br>
3.编写规约
软件需求规格说明书总结了四字要诀:共享、更新
(1)共享<br>
可获得
可获知<br>
也就是确保软件需求规格说明书的读者能够知道他要的信息在哪些章节中,这需要通过符合团队特色、开发方法的模板来保障
(2)更新<br>
专人更新
需要为软件需求规格说明书指定专门的更新人
也就是确保开发团队在需要阅读软件需求规格说明书时能够马上获得最新的版本,这需要通过行之有效的文档管理来实现。
写作风格<br>
4.需求验证
需求验证的关键手段是评审,而且要注意分层次、分内容进行验证,以期在早期阶段尽可能多地暴露出问题
3.2.3 需求管理工作要点
需求管理工作包括基线管理、变更管理和需求跟踪
1.统一、明确的需求项划分标准<br>
粒度均匀
每个需求项的大小(也就是工作量)是相当的,换句话说,衡量工作量时采用的单位(人月、人周、人天)是相同的
大小合适
将需求项划分到多大是合适的呢?这取决于你的管理粒度。如果采用的是迭代、增量的开发过程,那么通常每个需求项所需的工作量应该是以人周作为单位的;如果要对迭代内的开发做进一步的控制,就需要再拆分成更小的需求项,工作量应该是以人天为单位的
完整
最低一级的需求项应该涵盖所有的开发任务,也就是说,应该包括基础设施、复用控件等技术特性
2.引入基线管理
开始开发的基线内的需求(Baseline)
没有安排开发的待处理需求(Backlog)
子主题<br>
基线划分需完成三个方面的事情<br>
一是确立优先级,确保高优先级、高风险的需求项在尽早的迭代中完成;
二是工作量估算,以确保每次迭代的时间安排是紧凑的;
三是未完成项的合并,每次迭代还是可能有某些工作未完成,在分配下一次基线时就需要将其考虑进去
3.引入变更管理
● 业务影响分析
从业务角度对变更的合理性、优先级以及对原有需求的影响进行分析,以便决定是否将其纳入Backlog中;如果决定将其纳入Backlog,还需要确定其优先级。
● 技术影响分析
从技术角度对变更的影响范围、工作量进行分析,并且决定是拒绝、在后续迭代中进行响应,还是在本次迭代中对其进行响应。
● 项目影响分析<br>
基于前面的工作量分析,考虑是否对整个项目的时间、进度、成本产生较大的影响。
4.引入需求跟踪
3.2.4 需求分析人员的技能组成
职责
是需求进行收集、分析、记录和验证等职责的主要承担者,是用户群体与软件开发团队间进行需求沟通的主要渠道<br>
完成的活动<br>
定义业务需求
确定项目涉众和用户类别
获取需求
分析需求
为需求建模
编写需求规格说明
主持对需求的验证
引导对需求的优先级划分
管理需求
...
掌握技能
业务知识<br>
分析、协调、观察、写作、组织、建模
技术知识
沟通能力
倾听、交谈和提问的技巧<br>
人际交往和创造能力<br>
3.2.5 SERU模型概述
SERU 模型
● 需求定义阶段
需求定义阶段就是项目的立项阶段,也与RUP的初始阶段相对应;对于需求分析人员而言,该阶段的核心目标在于定义目标和范围。根据SERU模型的总结,该阶段的任务就是划分Subject(主题域[插图]),并标识出每个主题域中的Event(业务事件)和Report(报表类型)。
● 理清脉落阶段
相当于需求捕获、分析与建模的阶段一,对应于RUP中细化阶段的第1次迭代。根据SERU模型的总结,该阶段的任务就是对每个业务事件(它是业务流程的触发点,因此换句话说,就是分析业务流程)、每类报表进行事(流程分析,只针对业务事件)、物(业务实体)、人(使用角色)分析,并标识出绝大部分用例。<br>
● 填充细节阶段
相当于需求捕获、分析与建模的阶段二,在RUP中将从细化阶段的第2次迭代开始,直到构建阶段完成。根据SERU模型的总结,该阶段的任务就是填充每个用例的实现细节,以便开发人员进行具体的实现。
第二部分 需求开发
第4章 需求定义最佳实践<br>
4.1 需求定义任务概述
4.1.1 需求定义的时机
六拍项目经理
拍脑袋<br>
拍拍你肩膀<br>
拍胸脯<br>
拍桌子<br>
拍大腿<br>
拍屁股
清晰的项目目标和范围定义,能够引导需求工作顺利进行
4.1.2 需求定义的理念与策略
1.破解混沌不清的项目目标
(1)内部寻根
当你看到一个比较虚空的目标时,首先可以尝试提出在项目的企业/组织内部寻找真正的项目发起人,和这些项目发起人的深入沟通是进行需求定义的第一步
(2)外部溯源
对于外部因素所激发的项目,需求定义时要找到目标参照物,通过对目标参照物的分析与了解,就能够很好地做好需求定义工作。
2.需求定义的理念
问题、机会<br>
要么是解决问题的,要么是创造机会的
采用Goals(目标)→Problem(问题)→Option(可选方案)→Answer(建议方案)
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4.2 问题分析的五步法
4.2.1 在问题定义上达成共识
1.问题定义的技巧
(1)转换
需求定义阶段要善于将未知解问题转换成已知解问题。
将客户的需求转换成自己的已有产品;而不是简单地全部重新开发
(2)本源
在确定某问题的解决方案时,一定要思考是否会引发新问题
直接修改错误,不要用其他方案来弥补错误。
关键在于对问题的定义,先确定这里到底存在什么样的问题
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2.影响人群分析的技巧
4.2.2 分析问题背后的问题
在问题被定义出来之后,接下来要做的就是分析问题背后的问题,也就是寻找问题的本源
1.鱼骨图<br>
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2.帕累托分析
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鱼骨图为解决问题找到了靶子,帕累托图则标上了环数
4.2.3 确定相关人员和用户
1.Stakeholder解析——筹码持有人
Stakeholder背后的含义是:项目是一个博弈的游戏,有很多人都拥有相应的筹码,项目经理的目标就是尽可能多地获得筹码,只要获得的筹码足够多,项目就将获得成功。<br>
很简单的项目健康度评价方法
你们的团队和哪一层客户打交道最多?<br>
2.用户分析<br>
用户实际上也是Stakeholder的一类,他们是直接使用系统的人群。由于他们直接作用于系统,因此需要了解他们的特点、能力,所以就将他们单列出来。
4.2.4 定义解决方案的界限
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<font color="#e74f4c">1.范围vs边界</font>
范围是指系统涉及哪些内容,而边界则是系统与人的职责边界
2.确定边界<br>
<font color="#e74f4c">3.边界谈判</font>
用户永远会希望花同样的钱,获得尽可能多的功能
4.创新边界
4.2.5 确定加在解决方案上的约束
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4.3 需求定义的产物与要素<br>
4.3.1 需求定义的产物
1.POS类
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2.Vision类
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SWOT(优势、劣势、机会、挑战)等市场分析的内容
4.3.2 需求定义的要素
1.目标——SMART原则
● 必须是具体(Specific)的:目标必须能够指导具体的工作;
● 必须是可以度量(Measurable)的:这样才能进行成本/效益分析;
● 必须是可以达到(Attainable)的:否则是没有意义的目标;
● 必须和其他目标具有相关性(Relevant);
● 必须具有明确的截止期限(Time-based)。
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2.范围
3.相关人员与用户
需求阶段描述的是用户的能力特点,旨在提高可用性。<br>
因为只有了解用户的能力特点,才能够真正提高软件的可用性,因为可用性是相对而言的
你可以不做一件事,但一定不能不知道为什么需要做这件事
除了用户之外的相关人员则需要了解他们对软件系统的关注点,想通过系统获得或实现什么利益,这些信息对于项目实施过程而言是十分有价值的
4.相关事实与假定
4.4 定义需求范围<br>
4.4.1 案例说明
4.4.2 划分主题域
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1.什么是主题域<br>
在分解系统时,应该按业务的脉络来划分成不同的主题域
2.为什么使用构件图
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各个主题域之间的服务接口是需求变更的防火墙
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3.主题域划分技巧
● 以组织结构为线索
前面已经说过,在划分主题域时应该从职责划分的角度来思考;换句话说,组织结构是划分主题域的重要参考,通常主题域的边界恰好就是部门的边界
● 从分管领导中找突破
在划分第一级的主题域中还有一个技巧,那就是观察分管领导的设置。例如在本例中,可以观察该医院设置了多少个副院长,或者思考如果你是院长会设置几个副院长
● 借鉴典型的业务职责区块
例如,很多企业/组织中都有自己的产、销、供环节,这也是一条很有用的思路
4.4.3 确定主题域范围
上下文关系图<br>
子主题
4.4.4 标识业务事件与报表
业务事件
1.业务事件解析
业务事件是业务流程的触发点,标识出业务事件能够帮助我们识别出业务流程;
业务事件应该是主动触发的,并且将会产生一系列后续行为
业务事件是直接作用于系统的,也就是将触发系统行为
2.业务流程
业务流程是为了响应业务事件而触发的一系列业务活动,它通常是由不同部门、不同岗位协作完成的。
因此业务流程的信息是掌握在中层管理人员手里的,它属于脉络信息
3.业务活动
业务活动则从属于一个特定的业务流程,它是一个人的活动,因此一个业务流程应该是由一个或多个业务活动组成的
因此业务活动和业务步骤的信息是掌握在操作层人员手里的,它属于细节信息
4.业务步骤
业务步骤是完成某个业务活动所需要的具体步骤<br>
报表
当业务事件标识出来之后,我们可以在此基础上分析潜在的报表类型
子主题
应该通过与用户代表(以中层管理人员为主)的访谈来确定所需的报表类型。关键在于从管理意图的角度进行梳理,以事、物为线索
4.4.5 生成需求大纲
先从主题域划分,然后每个主题域一个小节,分别阐述业务事件和列表需求
(1)Word文档组织示例<br>
(2)Rose组织示例
子主题<br>
<img 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" alt=""><br>
第5章 需求捕获最佳实践<br>
5.1 需求捕获的策略
5.1.1 需求捕获应该是主动的
需求捕获是撒网打鱼,不是休闲钓鱼
子主题
其实问题的关键在于需求分析人员是否善于去把握主动权,是否能够根据每次访谈的对象制定相应的计划
5.1.2 需求捕获应该是聚焦的
善于聚焦访谈话题是需求捕获人员成功的关键。
5.1.3 破解需求的冰山模型
子主题
● 意识到的需求
这是位于海平面上的部分,通常是一些困扰用户的问题、用户自己能够设想得到的功能;但如果只知道捕获这一层信息,就不能够算是一个合格的需求分析人员,因为这将导致大量的需求将以变更的形式出现
● 无意识的需求<br>
它是用户的实际工作场景,开发人员如果能够对这些场景做到“感同身受”的话,那么就可以大大减少变更的数量,而且能够开发出更加合理的解决方案。因此这是每一个合格的需求分析人员都应该做到的,具体的方法就是加强对业务知识的捕获
● 未梦想的需求<br>
用户对技术解决方案永远都不是最擅长的,因此他们无法构想出对其工作产生革新性变化的解决方案。这就需要通过需求分析人员在对问题域充分理解的基础上,选择合适的技术方案,才可能创造出用户未梦想到的功能,能够做到这一点就可以称为优秀的需求分析人员
5.1.4 破解阻碍需求捕获的心理现象
1.言过其实心理
在很多的需求捕获活动中,我们总会遇到一些喜欢夸夸其谈的用户,说出来的流程都是很理想化、很规范化的
通过比较用户代表的表述来识别言过其实,利用差异展现、瓶颈分析法来缓解影响
2.越俎代庖心理
要解决这个问题,关键在于需求捕获人员能够识别出正确的被访谈者,也就是回答你要问的问题最佳的人选是谁<br>
● 问题的层次是否正确:高层管理人员解决宏观问题,中层管理人员解决脉络问题,操作者解决细节问题
● 根据业务背景判断:也就是有效地识别该问题所针对的业务环节是由谁负责处理的?执行者往往是回答问题的最佳人选
针对越俎代庖心理现象最有效的方法是识别正确的被访谈者。
3.非正事心理
子主题<br>
离开办公室、对访谈进行计划是避免非正事现象的主要手段
4.抗拒心理
抗拒心理的典型表现,这在操作层的用户中最为常见。原因很简单,很多信息系统对于操作层而言效益并不明显(开发人员也不关注于此),而且经常还会使其工作量有所增加,并且还带来了许多培训的负担。
化敌为友是缓解抗拒心态的主要方向
倾听对方的抱怨是化敌为友的有效手段之一
5.推卸责任心理
由于信息系统在企业/组织中并没有被广泛认同,因此很多人会抱着“事不关已,高高挂起”的态度。而且最令人为难的地方在于:他们说没有需求,你也不好多说什么,因为这只是能力的问题,不了解信息系统并不是错。
突破推卸责任心理的简单手段是让被访谈者介绍工作场景
5.1.5 不要忽视对变更可能的捕获
需求捕获时不要忽视对变更可能的了解。
子主题<br>
5.1.6 需求协商
1.揭开解决方案后面的问题
随着人们学识、经历的不断增长,其讲话时就会更偏向于说解决方案,而不会直接说出问题。这种心态对于需求捕获活动而言,显然会造成障碍。
why?看来“不直接说问题,而是说解决方案”的现象并不少见,那么面对这样的问题,我们应该如何解决呢?其实方法很简单,答案只有一个符号,那就是“?”。什么意思呢?就是要善于问为什么
选择解决方案的最佳人选是我,用户代表所需要做的只是把问题说清楚<br>
在需求捕获时要善于使用“?”之箭,找到真正的需求。
2.共赢性谈判<br>
当真正了解了对方的利益诉求时,我们可能会找到许多折中的方法,它所带来的问题或许就不会太大了,也是双方可以接受的
“拨开立场,寻找利益诉求”是需求协商的要点。
3.转换技巧<br>
特别是基于自有产品作定制开发的团队而言,应该尽可能将用户的需求转换成已实现的产品解决方案
(1)相对重要→相对次要<br>
在需求捕获中,如果用户代表有意无意地不指定优先级,或将所有需求都置为高优先级时,就可以采用这一策略。具体来说,就是选择一个其上层领导提出的、他也知道的需求来比较!如果这个需求并不是那么紧急,通常他自己就会放弃;如果这个需求对方一定坚持,就说明了它的不可或缺性。<br>
不要孤立地看待需求项,应该将所有需求视为一个整体。
(2)关注点转换<br>
事物都具有多面性,都各有优劣;而关注点转换的核心思想就是利用其多面性,引导对方向有利于自己的关注点进行思考,从而为自己赢得机会
当然并不是要把每张牌都变得王牌,而是变成可接受的牌,其关键技巧在于给它创设场景,让人们从你引导的角度去审视
“环境”将改变结果,切换不同的视角会得到不同的认识
(3)隐喻
隐喻就是打比方,是用对方熟悉领域的事物来解释深奥问题的手段,它也是转换技巧中最精彩的一个
生活是最好的老师!只要你细心观察生活,就能够找到许多生动的隐喻,为沟通建立良好的基础
善于打比方是提高跨专业沟通效果的好方法
5.2 需求捕获的主要方法
5.2.1 用户访谈
1.优缺点与使用时机
优点
用户访谈的优点是直接有效、形式灵活、交流深入的宽带通信形式(有文字、有声音、有图像)
缺点
● 占用时间长:通常要访谈人的比较多,而且语言交流会占用大量时间,因此我们更应该注意有效利用用户访谈的时间。
● 信息存在片面性:这点是很多访谈者没有意识或注意到的,用户代表经常各执一词,从而导致收集的信息无法代表所有用户的想法,从而导致偏差的出现。
2.用户访谈的类型
子主题<br>
访谈的线索是因“人”(用户类型)而异的。
3.用户访谈的时空安排
一般来说,一次用户访谈的时间应该控制在1小时以内,如果时间不够用可以考虑中场休息或者安排下一次访谈
用户访谈的时间安排
在实际的访谈过程中,预先计划问题和即兴问题有时并不需要截然分成两个阶段。具体来说,可以根据被访谈者的特点来决定
● 思维比较发散:那么就可能会把话题带得过偏,从而导致占用了大部分时间;这种情况下就应该尽量回归到预先计划问题上,先保证不遗漏这些问题,再对即兴问题进行处理。
● 思维比较聚焦:有些客户是比较有控制力的,他们会控制话题,这时可以适当地穿插即兴问题。
另外,为了避免访谈过程中受到外界的干扰,应尽可能选择诸如会客室、洽谈室等相对封闭、不易受干扰和被打扰的地方进行访谈,特别应该尽可能避免办公室
4.用户访谈中的记录工作
子主题
最好有两份保险腾讯会议录屏+现场专人记录
5.用户访谈中的沟通技巧
(1)制作访谈问卷并事先发给被访谈者
尽量将访谈问题事先发给被访谈者,让他打一场有准备之战。
2天前、1周内!时间太短,那么被访谈者很可能没有时间准备;访谈的时间太长,就会让被访谈者认为这事还早而置于一边
(2)把握语言节奏<br>
访谈者要注意谈话中心是“业务”,而非“技术”
明白自己是一位倾听者,交流的模式是“问问题,听取回答,然后反馈理解”
信息流向是“被访谈者→访谈者”,因此切忌喧宾夺主,导致获取的信息过少
访谈者说话的总时间应该控制在三分之一以内
● 沟通过程不是写文章:沟通时应该尽可能使用短句<br>
● 不要问过长的问题;更应该避免将多个问题一次性提出。<br>
(3)有效结合不同的问题类型
封闭式问题(判断题)
半封闭式问题(选择题)<br>
开放式问题(简答题)
子主题
(4)善于安排问题顺序
● 金字塔结构
子主题
● 漏斗结构
子主题
● 菱形结构
子主题
(5)注意沟通的细节
● 让模型成为访谈过程中的工具
用草图绘制模型(DFD数据流程图、用例、思维图)
在需求捕获时别忘了“一图抵千言”这句经典提示。
● 避免出现一些干扰访谈的暗示
在访谈的过程中,如果访谈者情绪控制不足的话,很容易出现“我的时间比你的宝贵”、“我不知道你在说什么”的暗示,这将会对访谈过程产生巨大的干扰
你是专业的,你要想办法引导用户,而不是否定或轻视用户
● 注意消除“隔行如隔山”的术语影响
经常会出于“面子问题”而造成“不懂装懂”现象的出现,这样就会造成沟通障碍,产生对术语理解的偏差。因此应该勇敢地问对方:“你刚才说的这个东西是什么意思,表示什么”,这样就能够更好地在业务专门术语的理解上达成共识,为之后的业务实体分析打下基础。
虚心请教,业务人家是专业的,不用好于面子
● 善于观察异常现象
子主题
● 不要遗漏问题
在上一小节中我们已经说过,需求捕获是一个网罗活动,也就是说,访谈时一定要就预先计划的问题逐一得到解答,因此在访谈过程中需要不断地检查,以确认没有遗漏的问题
另外,在访谈结束之前应该询问“你认为我还应该了解些什么问题?”、“你有什么问题要问我吗?”之类的问题。
6.用户访谈计划
● 计划时间、人员<br>
子主题<br>
● 计划内容<br>
用户访谈是一个有计划的、科学的过程
在进行需求访谈计划时,一般需要罗列出访谈要点与背景、访谈人的基本情况(姓名、岗位、联系方式)以及预先计划的问题,然后针对不同的访谈人分别整理一份如下所示的访谈计划
<font color="#e74f4c"><b>计划模版</b></font><br>
5.2.2 用户调查(问卷)<br>
1.优缺点与使用时机
用户调查能够有效克服用户访谈中存在的片面性。
● 先调查,后访谈:
也就是先设计一个通用的问卷,从问卷的结果中梳理出一些关键点,然后选取一些用户代表,进行更有针对性的访谈。
● 先访谈,后调查:
也就是先筛选出一些典型的用户代表,然后对访谈的结果进行整理,在这些结果的基础上设计相关的调查问卷,通过调查来验证用户访谈的结果是否具有普遍性。
2.用户调查问卷设计要点
(1)注意问题的篇幅与布局
● 问题应该按由易到难的顺序排列
● 问题排列应该注重逻辑相关性
(2)注意问题类型的选择
在需求调查问卷中应该尽可能避免使用封闭式问题,因为这类问题很容易诱导被调查人,从而产生不准确的结论。而解决的方法,就是用半封闭性问题来代替它。
● 跟随策略<br>
也就是尽量让开放式问题跟随在相关封闭式、半封闭式问题之后;因为这时用户在脑海中有一些答案,填写出来的可能性就会大大增加。
● 保持简单
(3)封闭式问题相关的两个小技巧
● C现象
● D现象
3.用户调查问卷的分析要点
● 筛除无效问卷
● 对问卷的填写人进行分类
5.2.3 文档考古
1.优缺点与使用时机
文档考古也称为文档研究,它是一种比较贴近现实的技术。它的好处是能详细、直观地对数据流细节进行了解与分析。而缺点也很明显,由于在企业/组织中,文档量通常是很大的,因此容易使需求捕获人员陷入文山书海之中不可自拔,甚至常引起误导。
那么文档考古这种捕获技术应该在什么时机下使用呢?这就需要回答前面让大家思考的问题了!是的,文档考古恰好填补了用户访谈、用户调查技术在数据需求上的不足,它就是研究、分析、细化数据需求的主要手段。
为什么这么说呢?因为数据需求通常比较琐碎、趋于细节信息,因此不要期望用户能够将其记在脑子里,这些信息往往寄生于各种类型的文档中。
2.文档考古的使用要点
(1)注意文档的历史性
很多系统在实施的时候就是简单地把原来纸质上的流程搬到计算机上,并没有有效利用信息化工具对流程进行适当的改良。
分析文档资料时应该思考新流程对其的影响。
收集文档时,应该尽可能让用户提供带有真实数据的样本。<br>
(2)化被动收集为主动索取
需求捕获人员要善于根据流程分析的结果主动收集相关文档。
5.2.4 情节串联板(原型法)
1.优缺点与使用时机
其优点就是用户友好、交互性,对用户界面提供了早期评审;
而缺点也十分明显,那就是花费的时间很多,使需求捕获的速度大大降低。
需求捕获的过程中虽然很大的一部分精力在于理解业务、分析业务、了解潜在的问题,但仍然不可避免地涉及一些解决方案的探讨,因为只有让用户了解你将如何解决时才会更容易达成共识。
2.情节串联板的使用要点
(1)确保以“情节”为线-<b>场景</b>
就是用户的使用场景。
情节串联板应该以业务场景作为展示的主线索。
(2)理解“串联”的本质-<b>交互</b>
用户不仅仅关心用户界面的样子,更关心用户界面的流转过程、交互过程。因为交互过程是对工作任务的最好回答。
交互才是情节串联板的本质,不要只关注于界面的静态效果。
5.2.5 现场观摩
1.优缺点与使用时机
现场观摩技术的优点是:百闻不如一见,能够对需求与业务流程建立直观的认识
而缺点则是消耗时间长,而且由于“被观摩”的微妙心理变化,会使得“观摩”失真
现场观摩技术能够使开发团队实现对业务场景“感同身受”。
2.现场观摩的常见变体
● 任务示范:也就是要求用户示范如何执行特定的任务;
优点是可用于发现异常的、关键性的任务
缺点是“示范”失真、耗时。
● 做学徒:也就是和用户坐在一起,通过观察、问问题,并在用户指导下完成一些工作来学习。
3.现场观摩类技术的使用要点
● 避免失真
● 不要看电影
● 有条件的情况下,建立可重复观摩的场景
录像、拍照
5.2.6 联合开发
1.优缺点与使用时机
优点在于客户、开发人员直接的头脑风暴,是击破需求盲点的关键手段
缺点则是成本高,如果缺乏控制会变成一次闲扯大会
什么时候应该组织联合开发呢
● 项目启动初期
● 关键主题域、功能块的专项探讨
联合开发是突破双方需求盲区的有效手段。
2.联合开发的使用要点
(1)会前有准备
● 在理念上建立共识
● 确保真正的Stakeholder参与
出现“上面开大会,下面开小会”现象,一半责任在组织者。
● 准备好相关资料
● 准备好后勤保障
(2)会中有控制
在联合开发会议中,控制的是氛围、控制的是进程。
(3)会后有总结
没有总结的会议是没有效率的会议,但会议的总结是十分需要技巧的,一些形而上学的总结等价于没有总结
● 首先安排一位全程不参与讨论的记录员,由他负责对会议中大家提出的观点做好记录。这位记录员必须有技术背景,而且对大家所谈论的内容有较好的理解能力。
● 记录时千万不要采用“流水账”的格式,也就是大家所熟悉的诸如会议时间、地点、参与人员,以及按大家发言的顺序记录大家说的内容。而是将大家提出的观点以条目式的形式记录下来,可以是一个观点一个Excel行,可以是一张卡片。
● 在会议结束之前的最后一项议程安排给他,也就是将主持权交给这位一直没有说话的记录员。
● 他首先把记录下来的观点列表展示出来,大家先对其中一些价值很低的(因为头脑风暴经常会产生这样的东西)去掉。<br>
● 然后把去除了低价值观点的列表拿出来,大家对它进行分类。
● 最后对每一类进行投票,排列出优先级,并把生成的结果发给所有的与会者。
这样处理之后,所有讨论到的观点就将被有效地整理出来,而且能够使大家获得共同的认识,有利于需求团队对其展开进一步的捕获和验证,使会议的结果最大化地利用起来。
5.3 需求捕获的记录工具
5.3.1 工具的选择与定义
沟通决定内容,内容决定格式
5.3.2 任务卡片
子主题
子主题<br>
5.3.3 场景说明<br>
需求分析人员可以根据这些信息来进行抽象(其中加粗的字就是主要的线索)整理出子任务。这种场景描述可以在编写测试用例、用户培训材料时再次用到。
5.3.4 其他工具
Volere白卡
子主题<br>
子主题<br>
用户故事
5.4 小结<br>
需求捕获过程要点
● 主动性:始终别忘了需求捕获的目标是尽可能多地收集信息,在整个捕获过程中要确保有效地捕获方向、内容的控制性。<br>
● 计划性:需求捕获应该是有计划的过程,要注意时间、人员、内容的计划,才能够更加有的放矢。<br>
● 科学性:任何信息都有宏观和微观的部分,而且这些信息都是掌握在不同人手里的,先在宏观层面搭框架、建脉络,再到微观层面填细节是重要的思考方式。另外,要善于根据不同的需要、场景选择合适的需求捕获技术。<br>
需求捕获的目标是为需求分析阶段收集足够的信息,而需求分析的过程又会发现一些信息的缺口,“<b>白天捕获、晚上分析</b>”的比喻指出了它们之间的紧密相关性、周而复始性,分析的结果将为下一次捕获指明方向。
第6章 需求分析与建模最佳实践<br>
6.1 需求分析与建模的要点与误区分析
6.1.1 需求分析到底做什么
需求分析的任务并不是分析系统如何实现用户的需要,这种认识是对需求分析最常见的误解。需求分析实际上是业务分析,也就是选择一种业务导向的线索将零散的需求串起来,形成一个体系完整、内容清晰的框架,以指导后续的设计、开发工作。
需求分析就是先分解,再提炼,在这个过程中消除矛盾。
1.分解<br>
(1)业务流程为主线索的分解结构<br>
目标系统→主题域的分解依据的是“目标决定范围”,主题域→业务事件、报表类型所做的是理清脉络,从业务事件→业务活动、报表类型→报表所做的是填充细节。这种分解结构笔者将其命名为SERU,也是本书最推荐的分解方式
(2)程序结构为主线索的分解结构
正如前面所说,这种分解结构一直以来是在需求分析过程中最常用的,但它过早进入了程序结构,割裂了与问题域之间的联系,从而容易导致对问题域研究的不足,降低了需求的质量。因此,这种方法只适用于问题域不复杂,或者系统与问题域关联性不强的情况下,例如工具软件、面向设备的嵌入式系统等
(3)基于场景的分解结构
对于决策支持系统、面向用户的嵌入式系统而言,决策场景、使用场景就是主要的线索。向上可以总结成一类相似的集合,再总结成一系列的关注点或功能域;而向下可以分成具体的决策步骤或操作任务
(4)基于数据的分解结构
前面几种分解结构虽然各自角度不同,但都是从“事”的角度来组织的。但对于诸如数据仓库之类的数据类项目,“事”这条线索并不明显,或者并不重要,这时就需要采用以数据为主线的分解结构。其中主题域仍然和第一种结构相同,而主题类是企业中的高层实体,它将由一组企业逻辑数据类来表示,而企业逻辑数据类在实现时又会对应于多个物理数据类。
(5)小结
<font color="#e74f4c">选择了一个合适的分解结构之后,就可以把需求规格说明书的大纲确定下来,知道应该捕获什么信息;因此当信息捕获回来后,需求分析的任务就是将其填充到相应的级别上,并不断验证是否已经填充完成。</font>
2.提炼
分解是一种自顶向下的方法,当你按任何一种线索进行分解时,就会破坏其他线索的完整性。例如,如果以“事”为线索,那么会发现数据需求分解后就会出现相互交叠的情况,也就是在多个业务事件中都涉及相同的类。<br>
当出现这样的现象时就会阻碍需求分析人员建立全面理解,因此我们还需要采用自底向上的方法进行提炼。例如将<b>每个业务事件中的类进行提炼,抽取出共性的部分,建立针对整个系统的全局领域模型</b>。
3.消除矛盾
在这样的分析过程中,显然会发现有些需求是相互矛盾、相互冲突的。由于你是在把收集的信息放在一个预先定义的结构中发现这些矛盾的,因此对矛盾的影响范围会有直观的了解,也知道它影响到哪些层面。这样,你就可以很快地找到相应的人员,通过进一步的捕获来消除矛盾。
6.1.2 建模的目标与要点
1.建模的目的
建模最大的好处在于:更好地理解正在开发的系统。
目的是:帮助我们按照实际情况或按我们需要的样式对系统进行可视化;提供一种详细说明系统的结构或行为的方法;给出一个指导系统构造的模板;对我们所做出的决策进行文档化。
2.建模的要点与原则
要点<br>
要注意:设计要考虑到计划之外的变化;
设计要文档化,这样才能够使不熟悉的新手也可以有效地利用这个设计;
用可视化的模型表达架构,有助于理解变化所代表的含义。<br>
不过,切忌“为了建模而建模”,如果模型不能够对软件系统的构建起到帮助作用,那么就是一种人力资源的浪费。
原则
● 选择创建什么模型对如何动手解决问题和如何形成解决方案有着深远的影响;
● 每一种模型可以在不同的精度级别上表示;
● 最好的模型是与现实相联系的;
● 单个模型是不充分的,对每个重要的系统最好用一组几乎独立的模型去处理。
6.1.3 选择建模工具的要点
1.正确认识建模方法论
建模的要点是根据要完成的任务选择合适的建模工具。
2.正确认识UML
(1)UML的发展历史
随着面向对象编程(OOP)的出现,逐渐催生了面向对象设计(OOD)、面向对象分析(OOA)技术的出现。
● 已进入全面应用阶段的事实标准
● 应用领域正在逐渐扩展
● 成为“产生式编程”的重要支持技术
(2)UML的准确理解
● UML是一种Language(语言)
● UML是一种Modeling(建模)Language
不是用于编程,而是用于建模
不仅仅包含软件建模的功能,实际上它还包含了业务建模、流程建模等其他的多种应用领域
● UML是Unified(统一)Modeling Language
OMG组织认可的工业标准
是得到了IBM、Sun、Borland等众多大型公司支持的事实标准
UML本身不是方法论。
(3)为什么要用UML建模
统一的、标准化的建模语言
参与软件设计和开发的人提供一种公共“语言”,使他们能够基于共同的“模型”来理解业务、需求,理解软件和架构如何构造。
不仅可以用于软件系统建模,还可以用于业务流程、业务知识、数据库、嵌入式等多个领域;而且对于不同的领域,其所采用的本质元素是相同的
不同的人们就可以基于相同的语言沟通;不同的领域模型就可以通过相同的机制进行互换与迁移。这就是统一的优势
(4)如何选择UML图
根据UML 2.0标准,一共定义了13种不同的图
需求阶段使用的图<br>
6.2 周期一:理清框架与脉络
6.2.1 业务流程分析
1.业务流程分析任务概述
针对每一个业务事件,分析并识别现有业务活动,确定业务活动之间的关系
了解这些业务活动需要接受哪些信息,将产生哪些数据(表单),确定数据传送的路线
同时标识出业务活动是由哪些部门、岗位负责等信息
注意抓住核心业务和主要活动点、部门内以及部门之间的衔接,工作中的烦琐及反复的环节,成本高、效率低、时间长的环节以及任务转手次数较多的环节
2.业务流程分析与流程管理理论的关系
业务流程是对信息系统进行“庖丁解牛”的核心线索。
(1)流程的6大特性
● 目标性
流程是针对要达到的目标进行设计的,换句话说,流程是一个整体,或许从一个局部来说是低效的,但目标是整个流程的高效,是为了更好地满足用户的需要
● 内在性<br>
也就是流程本身是一个高内聚的整体,它是一个很好地分离业务耦合点的线索
● 整体性
通常流程是由多个业务活动组成的,分析的要点在于确定业务活动之间的关系
● 动态性
流程是行为流,不是一个静态的快照,而是一个顺序的行为流
● 层次性
组成流程的活动本身也可以是流程,这也经常困扰进行流程分析的需求人员。其实要点在于理清流程的层次,通过逐层嵌套的形式理清脉络
● 结构性
流程之间的关系主要包括串联、并联和反馈三种
(2)工作流实现的本质
解决流程变化的问题关键在业务上的梳理
(3)流程设计的原则
● 流程应以产出为中心,而非任务为中心
● 让那些需要得到流程产出的人自己执行流程
● 在决策点位于工作执行的地方,在业务流程中建立控制程序。
● 流程多样化
● 单点接触客户
(4)流程改进的ESIA策略
● 清除不必要的运输
● 整合供应商<br>
3.业务流程分析的要点与产物
(1)流程是有层次的
三大层次:流程有组织级、部门级、岗位级三个层次,其中部门级是需求分析的主线索,岗位级是需求细节填充时的工作内容,组织级是对部门级流程的抽象概括
<b>● 部门级</b><br>
● 组织级
● 岗位级
(2)流程是有类型的
● 生产性流程
● 管理性流程<br>
● 支持性流程
(3)流程分析的产物
● 跨职责流程图
Visio
● 活动图<br>
Rose、Together
● 数据流图(DFD)
Visio
应该根据项目的特点和团队的技能情况选择合适的模型。<br>
<font color="#e74f4c">4.跨职责流程图应用基础与要点</font><br>
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(1)跨职责流程图的主要元素
● 流程名称
● 职责带区
● 流程阶段
● 流程元素
长方形表示的“业务活动”,它表示一个岗位执行的一个原子级活动
子主题
菱形表示的“判断”、“审批”,它是一种条件分支
子主题
燕尾切口的“文档”,表示活动之间传递的文档、表单等信息
子主题
● 并行
子主题
● 流程引用
子主题
其他元素
子主题
(2)绘制要点
要真正保障绘制出来的跨职责流程图是真实、有效的,就必须强化用户的参与
应该先找到业务事件的负责人,然后通过设问的方式,让他描述响应该业务事件所进行的活动,说明活动的执行岗位以及它们之间的关系、数据传递。在这个过程中,我们应该尽可能地在访谈的过程中及时地绘制出流程图,及时地进行验证,这样才能最为高效地达成共识
必须加强两个方面的意识
第一是善于、敢于抛弃细节,不要过早地钻研到业务活动的具体步骤中,这样必然会导致流程图的规模被扩大了,也就破坏了此目标的达成
第二个是抛弃一次成型的思路,不要精雕细琢,而是出草稿、谈问题、修正草稿、再讨论、再修正……最终达成共识,这才是合理的过程。
(3)参考案例
根据被访谈者谈及的部门,按出现的顺序从左到右地排列在职责带区中,<br>然后将他们的活动添加到各自的职责带区<br>
从这样的结果中我们会发现很多待定的、不合理的问题,这就是我们需要进一步和被访谈者进行交流和沟通的地方<br>
结束标识
一是所有的职责带区上的命名都将细化到具体的岗位
二是每类活动之间的关系已经没有疑问,大家都达成了共识
还有一点是需要特别注意的,那就是不管怎么样,都不应该对业务活动进行细化,例如这里的许多活动都有更细节的步骤,这些应该在填充细节阶段用子流程图的形式来建模。
模型最有效的方式是在交流中演化出来的。
5.活动图应用基础与要点<br>
(1)活动图概述
(2)活动图的主要元素
① 初始节点和活动终点
一个用来表示活动的初始节点,它用一个实心圆表示,在一张不包括子图的活动图中有且只有一个初始节点。
② 活动节点<br>
活动节点是活动图中最主要的元素之一,它用来表示一个活动
在UML中,活动节点所描述的活动可以是原子的动作,也可以是能进一步分解的一系列操作;<br>
它可以是文字描述、表达式、事件等
③ 转换
当一个活动结束时,控制流就会马上传递给下一个活动节点,在活动图中称为“转换”,用一条带箭头的直线来表示
如果你需要对这些转换设置一些条件,使其在满足特定的条件时才触发,则可以借助监护条件来完成。
④ 分支与监护条件
子主题
⑤ 分岔与汇合
除了顺序结构、分支结构和循环结构之外,还可能存在并发的事件流<br>
(3)带泳道的活动图
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(4)带对象流的活动图
活动图中的对象、对象流表示法
带对象流的活动图
(5)复杂活动图
① 辅助活动图
如果一个活动图过于复杂,或者活动图中某一组活动与主控制流关联不大,那么就可以借助辅助活动图来描述它
活动节点“收款”,实际上就包括了多种不同的处理:网上银行、点卡、汇款等<br>
活动图外联<br>
② 汇合描述
③ 发送信号与接收信号
● 时间信号:就是用来表示随着时间的推移而自动发出的信号,它的作用与VB、Delphi等开发工具中的定时器类似。你可以用来表示一个特定的时间,例如每天10:00点,每一微秒等。<br>
● 发送信号:也就是发出一个异步消息,而接收的目标就是“接收信号”。
● 接收信号:就是等待一个外部信号的发出。
案例
例如小张去必胜客吃饭,发现要排队,他决定如果15分钟还轮不到,就到隔壁的肯德基吃饭,那么就可以通过上述的符号来表示。为了使例子保持简单,图6-29中假设小张排在最前面。
④ 引脚(pin)
引脚是一个对象节点,代表活动连接输入、输出值的连接点。每一个输入的参数都有一个输入引脚,而每一个输出的参数也都有一个输出引脚。活动的引脚是有序的,它与实际的参数是相匹配的。
⑤ 扩展区(Expansion Region)
在绘制活动图时,经常会遇到一个活动需要多次执行的情况
例如,我们在选购手机时,可能先确定品牌,然后尝试各种机型,最后做出决定。在这个流程中,确定品牌和最后做决定都是一次活动,而尝试各种机型则是有可能并发多次的活动,因此,可以利用扩展区来表示<br>
(6)绘制活动图之后
那就是当流程图绘制完之后,应该尽可能对其进行一些分析。
● 瓶颈分析:也就是看看有没有哪个环节的工作量会过大,如果存在这种现象的话,就很可能在执行时出现问题,最终导致信息系统无法很好应用的尴尬局面。在动手实现之前,将其揭示出来,就可能获得一些提前改进的机会。
6.数据流图应用基础(DFD)<br>
(1)数据流图的主要元素
(2)分层的数据流图
(3)数据流图的绘制过程
① 构建顶层图<br>
案例,课程注册系统的流程是:教务处提供有关课程信息,学生获得课程安排后,进行申请注册,教师在注册完成后得到班级列表。
② 根据业务事件绘制DFD片段<br>
首先,通过对问题域的分析和需求的调研,可以建立业务事件列表
子主题
③ 将DFD片段合并成DFD
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④ 逐步细化,分解到底
“安排课程”进行分解到业务步骤<br>
6.2.2 业务实体分析
1.业务实体分析任务概述
在领域建模的过程中,应该更多地采用“自底向上”的方法,也就是针对每一个业务事件、每一类报表创建局部的领域类图片段,然后当完成这些建模工作之后,再对其进行抽象、提炼,形成全局的领域模型
步骤包括三个:识别出业务实体,确定实体之间的关系(语义关系和数量关系),定义实体的关键属性<br>
● 类图:类图是面向对象分析与设计方法引入的,它是UML规范的一部分,它在语义上要比传统的E/R模型更强,在领域建模领域更加合适一些。
● E/R图:E/R模型也叫实体关系图,它的历史更加悠久,与数据库结合得更加紧密,但在领域建模阶段语义不够丰富
2.类图应用基础与要点<br>
(1)面向对象的思想
显然张三就是一个对象,它可以归到“订货人”这个类中;而绍兴蛋糕店也显然是一个对象,它可以归到“商户”这个类中。而从中也显然可以得出以下定义:每个对象都扮演了一个角色,并为其他成员提供特定的服务或执行特定的行为。<br>
(2)类的表示法<br>
类是对一组具有相同属性、操作、关系和语义的对象的描述。关系是类之间的、语义是蕴藏的,因此对于一个类而言,其关键的特性是属性(成员变量)和操作(成员方法)
(3)类之间的关系
① 关联关系
关联关系提供了通信的路径,它是所有关系中最通用、语义最弱的
在UML中,使用一条实线来表示关联关系
② 泛化关系
继承关系是泛化关系的反关系,也就是说,子类是从父类中继承的,而父类则是子类的泛化
③ 聚合与组合关系
● 聚合关系
● 组合关系
区别:依赖于“应用场景”的
(4)类图的主要元素
把握三项内容:类、关系、多重性(这也就是类图中那个重要的20%
① 读出类
分析出类和属性
② 读清类之间的关系
在绘制类图时就应该将这种关系最复杂的类放在图的中间,否则就难以避免交叉线的出现,从而使类图的可读性受到影响
③ 理解数量关系
子主题
(5)类图中常用的辅助建模元素
① 导航箭号
② 角色名称
③ 导出属性
④ 限定符
⑤ 约束
⑥ 向非技术背景的用户解释
(6)关联类
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(7)领域建模的方法示例
① 标识类
● 找到备选类
● 决定候选类
② 明确类间关系
● 确定关联关系
● 多重性分析
③ 确定类的主要职责
④ 补充类之间的结构规则
● 导航性分析
● 约束
(8)领域建模是自底向上的过程
就是先绘制出领域类的片段,然后再抽象、提炼、汇聚成全局领域模型
(9)领域建模的常见误区<br>领域模型的要点是拒绝实现、保持简单、忠于问题域。<br>
10个误区
① 立即给关联指定多重性,确保每个关联都有明确的数量关系
② 对名词和动词做过度的分析,而背离初衷
③ 不对用例和时序图进行研究,就将操作分配给类
④ 对象和类的通用程度越高,在其他项目中重用它们的可能性就越大<br>
⑤ 对于每个“整体/部分”关系,就使用聚合还是组合表示而争论不休
⑥ 未对问题空间进行建模之前,就假定一种具体的实现策略
⑦ 将类命名为难以理解的名称,而不是直观的名称
⑧ 直接进入到实现结构,如友元关系和参数化类
⑨ 领域类和关系型数据库表之间建立一对一的映射
⑩ 过早地执行“模式化”
常见问题
过早地将子类合并掉
人看到如图6-55所示的领域类模型片段时,总会忍不住要合并它<br>
经常会把相对比较大类的类进行分拆
例如将客户类分拆为:客户基本信息、客户联系信息……,以及经常会对一些同类进行抽象,例如将报表格式、表单格式抽象成为模板,这些做法都会阻碍与客户的交流与验证。
领域建模时应遵循“拒绝实现细节、大类不分拆、子类不合并、同类不抽象”的原则。
(10)类模型的演化
类建模的三个阶段
① 领域模型
案例
后续的交流来细化、补充这个领域类模型<br>
② 分析模型
子主题
● 实体类
● 控制类
● 边界类
子主题<br>
<img 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" alt="">
③ 设计模型
子主题
3.E/R图应用基础<br>
(1)数据建模过程
子主题
(2)E/R模型的主要元素
① 基本元素
子主题
●实体:也就是在问题域中的业务实体,它等价于“类”,是对一类业务对象的抽象,是E/R模型中主体的元素。在E/R模型中,有两种标准的表示法,一种是与类图相似的矩形,另一种是带圆角的矩形。
● 属性:也就是描述业务实体的字段信息,等价于类图中的成员属性。它可以像类图那样直接写在实体中,也可以放在外面,用一个椭圆表示。而且还可以指定各个属性的数据类型、长度、是否为Key属性等信息
● 关键属性:也就是键值,包括主键、外键等信息,它是数据库中的概念,对于概念模型而言是不需要指定此类信息的。
● 关系:当描述两个实体之间的关系时需要指定一些特殊的属性,例如任职关系(需要指定任职时间、职位信息)、借阅关系(需要指定借阅时间等信息)。这时可以将这些信息打包成一个“关系表”,它等价于“关联类”。
② 元素之间的关系
子主题
“乌鸦脚”的表示法
6.2.3 角色与使用场景分析
1.用例分析技术概述
用例分析:用例图是目录,用例描述是封装所有需求的形式<br>
2.参与者与用例<br>在用例模型中,所包含的元素只有两个:参与者、用例<br>
(1)参与者
什么是参与者(Actor)呢?参与者是在系统之外,透过系统边界与系统进行有意义交互的任何事物
参与者是用户相对系统而言所演的角色。不过值得注意的是,参与者不仅可以由人承担,还可以是其他系统、硬件设备,甚至是时钟<br>
两种表示法
子主题
参与者是直接使用系统的最终用户
(2)用例
● 用例场景是有步骤的(执行了一系列动作):也就是说,它是一个由一系列业务步骤组成的业务活动。
● 用例场景是有目标的(可见的价值结果):也就是说,它能够为参与者带来有意义的结果,例如“填写搜索条件”显然就是对参与者而言没有意义的,就不是一个合适的用例。
● 用例是对一组用例实例(也称为场景)的抽象,也就是说,用例是有路径(基本事件流、扩展事件流、子事件流等)的。例如我们在ATM上取款时,可能会遇到很多不同的场景:正常取到钱、卡里钱不够、密码忘了、机器里没有足够的钱、卡被吞了等;而这些都可以概括为一个名为“取款”的用例。
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3.用例图
用例图来理解图的构成,以及用例与用例之间的关系、参与者与用例之间的关系、参与者与参与者的关系<br>
棋牌馆管理系统案例<br>
(1)系统边界
3个参与者
客户、总台服务员和银联POS系统
8个用例
预订座位、安排座位、办理结账等
方框称为“系统边界”,也叫做“系统范围”<br>
(2)参与者与用例的关系
在参与者和用例之间的关联是用一根带箭头的线来表示的,不过虽然在图形与用例之间的关联的表示法相同,但它所表示的含义是不同的。
一个参与者和用例之间的关联关系表示两者之间将进行通信,任何一方都可以发送和接收消息。
(3)用例之间的关系
两个用例之间可能存在的关系包括3种:包含、扩展和泛化,而通常不应该有通信关系
① 包含关系
用例“预订座位”就包含了用例“检查座位信息”
只有当某个事件流片段在多个用例中出现时(就像本例中,在客户预订座位和总台服务员安排座位时都需要检查座位的详情),我们才将这个事件流片段抽取出来,放在一个单独的用例中,这样就可以简化基用例的事件流描述,同时也使得整个系统的描述更加的清晰。
② 扩展关系
也就是说,基用例是可以独立于扩展用例存在的,只是在特定的条件下,它的行为可以被另一个用例的行为所扩展。
③ 泛化关系
而用例之间的泛化则表示子用例继承了父用例的行为和含义;子用例还可以增加或覆盖父用例的行为;子用例可以出现在父用例出现的任何位置。
用例收款只定义收款的一般过程,而处理现金结账和处理银行卡结账则是两个子用例,它们完成不同情况下的收款工作。父用例和子用例之间的关系如图<br>
④ 用例间关系小结<br>
面向客户的用例图通常都不应该出现“包含”关系,因为子事件流存在共性对于客户而言是不关心的,它应该是在开发团队对用例细节进行填充之后的归纳;而泛化关系则更是如此
另外,如果将所有的扩展事件流都用扩展关系表示出来也会导致图的规模大幅扩大,它只是在需要将一些相对优先级不高的扩展事件流放在后期开发时才需要绘制出来,并与客户协商以达成共识的。<br>
最值得说明是,不管是被包含用例还是扩展用例,从其语义角度来看它们仅仅是子事件流、扩展事件流,而不是一个真正意义上的“用例”。
千万不要<b>为了使用扩展、包含关系而使用</b>它们。扩展用例建模的通常是优先级较低的扩展事件流,包含关系建模的通常是多个用例所包含的公共子事件流。
(4)参与者之间的关系
参与者之间的关系只有一种,那就是泛化
通过泛化关系避免交叉线
(5)小结<br>
首先定义了3个基用例:预订座位、安排座位和处理结账。<br>
“收款”这个子事件流只有“办理结账”一个用例用到,因此不应分解出来;我们只是为了讲解泛化关系才做这样的处理。因此更合适的方法是建模,结果应如图<br>
4.用例的来源
(1)自顶向下导出法
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① 边界确定(去除非End User的职责带区)
② 确定角色(对剩下的职责带区进行角色化)
③ 确定用例
④ 绘制用例图
有了上述的分析,我们得到了用例、参与者,接下来就可以绘制出如图6-82所示的用例图片段。<br>
在访谈现场,就流程图讨论出用例图是高效的建模方法。
(2)自底向上合并法
① 收集原始需求
① 收集原始需求
② 确定参与者
③ 合并用例
④ 绘制用例图
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5.用例分析技术应用要点
(1)用例真的有粒度吗
① 业务价值判断是关键
● 被包含用例、扩展用例:有人将其认作了用例,既然这种“步骤”级的东西都可以视为用例,粒度问题就模糊了。记住,它们表示的是子事件流、扩展事件流,不是真正意义上的用例。
● 技术性用例的引入:例如“登录系统”之类的东西过早被建模出来,但业务价值却并不明显。
②“用例粒度与系统复杂度相关”的观点是错误的
真正会影响用例大小的是业务流程,是工作任务的分工
如果说用例有粒度,那么它取决于业务流程和任务分工。
③ CRUD的价值被过于放大了
系统动作(诸如新增、删除之类)和业务名词在用例名称中相遇时,就是一个十分危险的信号。
(2)用业务动词命名用例十分重要
(3)采用先事后人的方式分析是要点<br>
我们应该将人(角色、参与者)和事(场景、用例)分开考虑;在确定它们之间关联时,要先事后人地思考
医院管理系统案例<br>
错误的思路
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业务活动是收处方、配药、审核,然后将参与者对应上去,再通过泛化关系来改进<br>
6.2.4 周期一的产物
体检医院案例
1.工作任务说明
核心任务就是结合业务流程、报表的需求,<br>梳理出结构框架(领域模型)和行为脉络(流程图→用例模型),为第二阶段的需求分析工作建立基础;指出方向。<br>
而具体来说,就是从上一阶段标识出来的业务事件(业务流程的起点)和报表列表开始,展开对中层管理人员的访谈与调研,而范围就是“体检业务子系统”所对应的服务中心、体检科室和综合科三个部门。<br>然后再根据访谈的结果完成事、物、人的分析,最后在此基础上抽象出该主题域的领域模型和用例模型。<br>
2.业务事件分析
我们已经通过和客户交流、绘制上下文关系图的方法,标识出了体检者申请体检、体检者中途改单、财务部门提交团队缴费情况、客服中心查询体检情况、维护人员管理体检项和系统通知用户取报告6个业务事件
(1)体检者申请体检<br>
● 业务流程分析
看到这张图,也许读者会感到许多疑惑:这张图也实在太简单了吧!开单、收费过程都涉及许多业务性的判断呀!为什么都不体现呢?
它们属于细节层次,而判断的原则是:对不影响泳道间协作的判断、活动均属于细节信息。
为了便于在后续填充需求细节时更好地进行数据需求分析,在此可以标识出相关的表单、文档、规则等,以便定向收集。在本例中可能就会标识出以下相关文档:体检申请单(体检者在申请体检时填写的)、体检单(开单时打印出来的)、账单(收费时打印的)、体检项收费清单(在收费时使用的)、体检结果报告(体检科室的产物)以及体检报告(综合科出具的结果)。
● 业务实体分析
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● 角色-使用场景分析
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(2)体检者中途改单
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(3)其他业务事件
3.报表分析<br>
(1)Why
对于报表而言,Why要解决的问题包括:部门/职位、目的、相关场景与查询频率等方面的内容。
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(2)What
对于每一类报表,我们还需要确定与它相关的业务实体(用类图来表示)、<br>主要的数据项、数据项的计算方法,同时还要确定有多少具体的报表。<br>
● 相关业务实体分析
● 报表项分析<br>
● 数据项及计算方法分析
4.抽象与整理
(1)抽象用例模型<br>
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(2)抽象类模型
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5.填充需求规格说明
【金山文档】 xx体检医院管理系统需求规格说明书<br>
6.3 周期二:确定需求细节
6.3.1 确定行为需求的细节
1.用例的灵活应用
根据行为需求的特点,我们可以将其分成“业务功能、报表功能、接口、技术支撑” 4种类型
2.用例描述模板
RUP版用例描述
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3.事件流分析<br>
场景和用例之间的关系,与对象与类之间的关系类似;<br><b>也就是说,一个用例是一组相似场景的抽象;<br></b>因此,一个用例通常是一组事件流所构成的。<br>
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(1)前、后置条件
(2)事件流的类型与表述要点
事件流类型
● 基本事件流
“取款”用例(取材于ATM机),按预设金额顺利取到钱就是基本事件流
● 扩展事件流
而密码不对、机器里没钱、卡被吞掉等都是表示异常情况的扩展事件流
● 子事件流
表述要点<br>
● 使用简单的语法
● 明确写出“谁控制球”<br>
● 显示过程向前推移<br>
● 用“确认”而非“检查是否”
● 从俯视的角度来编写
(3)业务用例与系统用例
(4)不当事件流示例分析
参考书籍《编写有效用例》
4.相关需求整理<br>
(1)用户原始需求
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(2)相关功能点
5.界面原型
(1)要点
● 需求人员应该提供设计依据而非设计结果<br>
● 软件需求规格说明书里的用户界面原型不是解决方案!它应该被视为约束、建议;
● 创建用户界面原型时,重点在于实现用例事件流的交互过程,在于讲述每个界面中要满足的用户意图,而不仅仅是浮于表面的元素个数、位置、大小等信息。
(2)交互不要忽略
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(3)别让界面掩盖本质
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● 目的
● 信息要求
● 操作要点<br>
界面原型部分是约束、是建议,目的是支持有效的UI设计。
6.规则与约束
(1)规则的类型
● 行为规则:或称为功能规则、业务规则,它是指和业务逻辑、业务流程相关的规则。例如:客户上笔订单未付清,新订单就不能发货;500元以上的报销必须由处长审批,500元以下可由科长审批等。
● 结构规则:或称为数据规则,它是指和业务实体、属性、派生属性相关的规则。例如:一条短信的最大长度是70个汉字(140个英文字符),当出现一个汉字时,则每个英文字符算一个汉字;销售人员的当月有效业绩是当月已付款的所有订单的总金额合计等。
● 界面规则:它是指和用户界面相关的规则。例如:在界面中必须以不同颜色显示不同等级的告警;本界面的下拉列表应该提供汉语拼音首字母筛选功能等。
(2)规则的影响层次<br>
<br>
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(3)用例级的约束
● 性能指标等非功能要求
出现的频率、使用者的数量等基础信息,提供一些系统响应时间等方面的要求
● 软、硬件环境限制
● 技术选择限制<br>
...
7.基于Stakeholder利益分析的需求挖掘
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6.3.2 确定结构需求的细节
1.基本内容
(1)领域模型的组织
(2)数据窗口分析<br>
(3)数据组成与格式
(4)派生数据的计算方法
2.常见盲区
(1)数据结构特点
① 主要字段与次要字段
② 稳定字段与不稳定字段
③ 即时记录与历史记录<br>
(2)数据使用特点
(3)非功能要求
6.3.3 周期二的产物
1.工作任务说明
填充用例、填充领域类<br>
据迭代计划来分阶段细化
2.填充用例描述
(1)开单用例分析
① 用例概述
● 用例名称:开单就是一个比较合适的用例名称,它是一个用户熟悉的业务动词,能够很好地理解。
● 编号:正如前面所述,建议不要使用顺序号,而是使用有一定意义的编号;在此我们使用UC_B_TJ_KaiDan作为编号,表示这是一个业务功能类用例(B),属于体检主题域(TJ),用例名称为开单(KaiDan)。
● 参与者:该用例的参与者显然就是“服务人员”。
● 用例概述:用例概述应该从目标、意图的角度进行表述;因此对于本用例而言,可以写作“服务人员根据体检者的选择或预约单开具体检单,并打印出来交给体检者”。
● 相关Stakeholder:对于本用例而言,和其相关的Stakeholder有两个,一个是上游的体检者,另一个是下游的收费人员
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② 事件流分析
● 前置条件
● 后置条件
案例分析
事件流也可以通过活动图(不带泳道,或者只包括参与者和系统两个泳道)来表示;但对于本用例而言,事件流中的内容较多,但分支、循环结构并不复杂,因此更适合采用这种结构化文本,而无须采用活动图
③ 相关需求
原始需求:作为需求跟踪的方便
难以归纳到用例事件流中的功能点:建议一定不要省略,否则需求将是不完整的
④ 用户界面原型
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⑤ 规则与约束
规则与约束是仅针对该用例的行为规则、结构规则、界面规则以及设计约束<br>
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(2)体检业务周期统计报表用例分析
● 报表名称:说明报表作用概述性名称,也就是报表型用例的名称;在此显然就是“体检业务周期统计报表”。
● 报表概述(Why):可以从报表类型概述的基础上引用和补充,具体包括:
● 报表内容(What):涉及的数据实体以及相关的数据字段,具体包括:
● 输入/输出格式(How)
● 其他:与报表实现相关的其他信息
3.填充领域类细节
(1)数据窗口分析
(2)数据组成与格式分析
4.填充需求规格说明
6.4 其他需求分析
6.4.1 接口需求
哪里有分解,哪里就有接口
1.使用者
● 使用者名称:罗列出该接口的外部使用者,通常是外部系统、其他主题域。<br>
● 业务目的:说明使用者将通过该接口实现什么样的业务意图。
● 使用时机:说明使用者将在什么场景中调用该接口<br>
● 使用频率:描述各类使用者调用该接口的频率。
2.内容与格式
● 交互过程说明:在调用接口时,数据的传输方向、顺序信息。
● 数据包说明:对前面标识出来的各次数据传输的内容与格式做进一步说明,内容包括什么属性、每个属性的格式、长度等信息。
3.设计约束
● 协议格式要求:数据包必须采用TCP格式,数据交换必须以库交换实现,数据包协议必须符合8583规范都是相关的例子。
● 性能要求:例如“接口调用必须在3秒内完成应答”。<br>
● 环境限制:例如“使用者可能通过Internet访问接口”。
4.示例
6.4.2 非功能需求的追踪
1.质量特性分析
基于ISO/IEC 9126(GB/T 16120-1996)
(1)功能性<br>
(2)可靠性
(3)易用性
(4)效率
(5)维护性
(6)可移植性
2.确定非功能需求树
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6.4.3 设计约束
1.部署图基础
(1)节点
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(2)连接<br>
(3)节点包含的内容
2.部署图的演化过程
(1)描述设计约束:需求人员
(2)表示环境要求:架构设计师
(3)说明人工制品:开发人员
6.5 小结
第7章 需求描述最佳实践
7.1 需求描述的风格与格式
7.1.1 常见的描述风格与选用标准
1.自然语言
优点在于易于编写、易于阅读,不要求掌握特定的技能<br>
缺点在于不够严谨,歧义性强,表述力差(对于复杂问题的描述就更为明显,往往需要很大的篇幅来解释)
2.图形化模型
优点就是前面提到的可视性、聚焦性
缺点,那就是要求编写和阅读的人都能够正确地理解模型,而且并不是所有的信息都是可以用模型表示的
3.形式化规格描述
优点就是严谨、精确
缺点也是很显然的,那就是编写和阅读的人都会感到很困难,容易产生理解歧义
4.选择建议
● 自然语言为主,辅之以图形化模型,需要的地方少量使用形式化规格描述:这是现在最常见的组合形式,对于绝大多数信息系统、软件产品而言都是十分适合的方法。
● 图形化模型为主,辅之以自然语言作为补充,需要的地方少量使用形式化规格描述:这是RUP所推荐的方法,当项目团队对模型标准有较高的认识时可以考虑这种方法,它在需求管理方面会更加方便一些,但出现交流障碍的可能性更高,特别是和最终用户代表的交流。
● 以形式化规格语言为主,辅之以图形化模型,以自然语言为补充:适用于质量要求很高的领域,例如航天、军工中的一些重要项目。
7.1.2 典型软件需求规格说明书模板解析
● 国标/ISO版本
1988版本
2006版本
需求规定的子项分析
● RUP版本<br>
● 咨询商版本<br>
各类模版比较
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7.1.3 定义模板的技巧<br>
1.自定义模板示例
SERU需求规格说明书模板大纲
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2.模板以外的内容
(1)模板
(2)指南
(3)示例
7.1.4 用户需求说明与软件需求规格说明
1.用户需求说明书概述
(1)什么是用户需求说明书
(2)何时需要用户需求说明书
2.从用户需求到软件需求规格
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用户需求说明书是为生成软件需求规格说明书服务的。
7.2 写作策略与技巧
7.2.1 文字表达的先天不足
虽然我们很强调“软件需求规格说明书”这一文档的重要性,但同时也必须紧记“文档无法代替沟通”这一道理。<br>
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7.2.2 需求描述的两大原则<br>
● 简洁、段落文字少
也就是尽可能不要采用长篇大论的方法,因为段落越长,读者的压力越大,产生歧义的可能性也就越大。
文字的歧义可能与其长度成正比。
● 列表、图表相结合的表示法<br>
参考案例1
需求描述片段
需求描述片段(修改版)
参考案例2
需求描述片段<br>
需求描述片段(修改版)<br>
要使需求描述更加清晰,就应该转用“结构化文本”式描述。<br>
7.2.3 不要忽视陈述需求理由的重要性
隐喻<br>
当我们发现需求的How没说清楚时,一定要反思是不是Why没说清楚,因为需求人员(包括用户代表)并不是解决方案的最佳决策者,他们在解决方案域的知识、经验缺乏也是变更的来源之一。
案例<br>
<i>在这里,需求的What显然是“系统在酒店图上显示空闲的客房”,如果向开发团队传递的信息只有这些的话,那么开发出来的可能就是一个无法放大、缩小,没有平移功能的静态平面图,毕竟开发团队会“适度”地压缩需求。</i><br>
<i>但如果你一开始就告诉开发人员,要实现“系统在酒店图上显示空闲的客房”功能的原因是“客人要求相邻的客房”(Why)时用户很麻烦,那么这些变更可能根本不会出现</i><br>
在你被逼在需求描述中增加How的信息之前,先确认自己已经尝试过为需求添加了Why。
7.2.4 注意措辞
1.尽可能减少使用定性词语
例如,在写可靠性时,不写“高可靠性”,而是写“需要提供7×24小时不间断的服务”、“需要提供5×8小时的服务”;在描述易用性时,不写“高易用性”,而是写“符合只达到计算机一级水平的用户的操作习惯”等
对于非功能需求而言,应该抛弃定性,改用场景化描述;并通过选取指标、积累经验值的方法过渡到定量描述。
2.避免使用描述数据的词语
在……之间、但不包括,大于但不等于;这些都容易产生疏忽,因此我们应该改为使用数据表达式来说明
建议改为“当前库存量=领取人本身的实际库存+其下属的实际库存”
7.3 小结<br>
谨记“信息的有效传递”
● 可获得:随时可以获得最新的版本,需要用文档管理制度来解决;<br>
● 有更新:应该有专人更新,需要制度来保障;
● 可获知:写的人、读的人都能够正确地从文档中获得所需的信息,需要通过良好文档模板来解决;<br>
● 易更新:应该确保一类信息在一处出现,这需要良好的文档模板来解决。
希望大家能够创建出符合自身项目特点、团队特点、开发方法论特点的模板,千万不要“削足适履”
第8章 需求验证最佳实践
8.1 需求验证的主要手段
8.1.1 不同正式化程度的评审
8.1.2 审查过程概述
子主题<br>
1.规划
要开好一个评审会,好的规划是必需的。简单地说,就是规划内容、规划人员,即谁参加?评审什么?
2.总体会议<br>
在召开正式的评审会议之前,召集参加评审会议的所有成员开一个简短的会议,讨论、明确要评审的内容、评审的要点、评审时所需的资料、缺陷检查表。
3.准备
评审会的效果好不好,关键在于评审者是否提前做了阅读、做了准备,要想让大家在现场提出有价值的、完整的建议是不可能的。因此,我们应该为每位评审者提供完整的参考资料,提供一些时间,预先阅读、查找错误。<br>同时,要求所有的评审者将阅读时发现的文字、版面类的错误直接发给作者,不要让这些东西浪费评审会的时间。
4.审查会议
准备阶段的目标是发现问题,而召开审查会议的目标则是暴露问题、讨论问题,大家对预先找到的问题,逐一讨论,给出结论。
5.返工<br>
只有审查没有返工,那么必将使“评审”活动变成形式主义!也是对评审文化的建立最具破坏力的因素之一。
6.跟踪
● 解决问题:我们必须对提出的问题是否解决进行跟踪、督促;<br>● 避免问题出现:对所有的问题都应该进行分类、因果分析,找到出现这些问题的深层次原因。
8.2 需求验证的主要误区与解决方案
8.2.1 需求验证的5大要点
1.思想
需求验证的目标是尽可能暴露问题,而不是证明无错。
2.方法
由于东方人这种处事的特点,这种特点会在需求评审会上表现出来:那就是中国人通常是不太愿意接受“当面指出问题”的这种沟通方式的,更不要说在“众目睽睽”之下被人指出问题。
要想慢慢创建企业的评审文化,就必须建立这种对评审活动的认同;而要建立对评审活动的认同,就必须看到评审的效果;而要看到评审的效果,最快的是通过正式化程度较低的评审手段。
● 当需求人员还没有建立在每次交流结束时进行即时评审的习惯,就无法真切地体会评审的意义和价值,更难全心地投入到专门的评审活动中。
● 当需求人员连把自己写的东西发给同事,让其提提意见的习惯都没有建立,那么更不可能习惯在公开场合听人“指手画脚”。
在企业中推行即时评审、同级桌查等正式化程度不高的评审手段,是创建企业评审文化的有效手段。
3.语言
如果说前面讲的是东方人通常不是一个好的、积极的“被评审者”,那么这里想要说的是,东方人还经常不是一个好的、有效的“评审者”。
应该以“建议者、协作者”的身份、角色出现在会议中<br>
在评审会中,不要用“评价者”的口气谈论你的观点。
4.人员
● 同级:别忘了,在CMM/CMMI中提到的是Peer Review,Peer就是同级,千万不要一开评审会就请高阶领导。很多人连“当着别人面被指出问题”都受不了,更何况是当着领导的面呀。
● 该来的人要请:也就是评审的内容所涉及的第一责任人,要想办法请他们参加。<br>
● 不该来的人不要请:也就是评审不是越多人参加越好的,通常应该保持比较小的范围,要直接相关的人员参与;一方面可以保证参与者对评审内容熟悉,另一方面也可以保证参与者关心评审过程。<br>
参加需求评审的人不是越多越好,一定要保证同级、适合。
5.内容
评审时要确保评审内容、缺陷检查表的规模适合,内容应该按每小时30~40页的速度来准备,缺陷检查表尽量在9条之内。
8.2.2 需求验证常见的5大问题
1.评审会上是上面开大会、下面开小会
● 解决建议<br>按照评审者关注的内容拆分分场,与其大家聚在一起讨论,还不如分主题、分场次、分人员进行周期更短的评审会。
2.评审会成了审判会
● 解决建议<br>让参与评审会的评审者转换为“建议者”、“协作者”的角度,改进语气、语句。这既可以通过培训评审者的方式来实现,也可以通过主持人以身作则的方法示范。
3.评审会成了吵架会<br>
● 解决建议<br>和前一种情况一样,要通过让参与评审会的评审者转换为“建议者”、“协作者”的角度,改进语气、语句。
4.评审会成了语法纠错大会<br>
5.评审会成了翻书会
8.3 小结<br>
第三部分 需求管理<br>
第9章 需求基线操作实务
9.1 需求基线的理念与策略
9.1.1 基线思想的起源<br>
9.1.2 基线的策略
9.2 基线划定的基础:优先级评价
● 业务优先级判断:根据业务结构特点,对所有需求项划分等级。
● 技术依赖性、项目风险判断:从技术实现、项目风险两个角度调整优先级。
9.2.1 组织需求项
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9.2.2 业务优先级评价
评价具体功能点的优先级时,应将其放到业务场景甚至是业务流程环境中考虑。
9.2.3 根据技术依赖性和项目风险调整优先级<br>
● 技术依赖性:对于本例而言,“管理体检项”和“管理体检套餐”属于基础工作,“体检者申请体检”中的所有用例都依赖于它,因此它们应该升级为“关键”用例。
● 项目风险:也就是项目经理觉得在技术上、管理上存在风险的需求项要提前开发,也就是提高它的优先级,对于本例而言没有需要调整的。
9.3 基线划定的要素:工作量估算
9.3.1 估算的意义与要点
1.何时进行估算
● 在需求定义阶段完成时应该安排一次估算,其结果相对比较粗糙,因为需求项还很粗糙(业务流程、报表类型、接口项);生成的结果可以作为立项的参考;
● 在需求分析一阶段(也就是确定了框架和脉络阶段)完成时应该再安排一次估算,此时需求项已经细化到用例级(通常是人周级),可以得到更准确的估算结果;这个阶段的产物是划定基线、安排迭代计划的基础;<br>
● 每次开发迭代完成之后应该填充实际进度数据,并根据它调整估算值,调整迭代计算;随着项目的不断进展,估算值也将越来越趋近于实际值。
2.估算的核心思想
实际上可以归纳为“寻找计数单元,考虑复杂因子”两大步骤
● 需求定义阶段:可以考虑以业务事件、报表类型、接口作为计数单元;<br>● 需求分析的一阶段:可以考虑以用例作为计数单元;<br>● 需求分析的后续阶段:可以考虑使用FP或COCOMO中推荐的计数单元。
3.建议的估算操作要点<br>
● 分部分、分类型估算
● 基于权重的估算
9.3.2 定义阶段的估算示例<br>体检医院管理系统<br>
1.对每个主题域进行估算
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2.后续估算任务<br>
由于需求定义阶段标识出来的是B、R、I三类,对于T(技术类)还未涉及,因此在估算结果中还应该增加这个部分的考虑。对于这部分非用户可见的基础设施而言,通常占据总开发量的30%是比较正常的。
9.3.3 分析一阶段的估算示例
子主题<br>
9.4 基线划定与管理
9.4.1 划定基线
通过计算可以得知,这些“关键”需求的总工作量是11.2个“标准1”,即67.2人天(折合为13.44人周)。通常这样的工作量是可以放在一次迭代里的,如果一次迭代完成不了,那么就应该考虑分成不同的迭代。<br>假设这个主题域的开发工作中将投入3名开发人员,那么就可以考虑安排一次历时4~5周的迭代。不过在划定基线时还需要考虑一个关键的因素:人员产能之间存在很大差异;而且这个因素对于回填历史数据也很重要。
9.4.2 管理基线
有两个重要的变化因素,会对预先的计划产生破坏:
● 需求变更:在整个开发过程中,需求会发生变化;这些变化应该更新到“待处理需求”集(Backlog)中,并不直接影响基线。而对于变更的处理,请参阅“第10章 变更管理操作实务”。
● 迭代过程未完成:虽然从项目管理的角度,我们不希望每次迭代结束时还有遗留任务没有完成;但从需求管理的角度,这种现象又是不得不处理的。每次迭代总是有可能发生未完成某些任务的情况,这些将影响下一次迭代的基线。<br>
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9.5 小结<br>
RUP对软件开发过程的总结也谈到了这一点:“用例驱动,架构为中心,迭代、增量的开发过程”
第10章 变更管理操作实务
10.1 变更管理的理念
需求变更产生的根源
一是我们错了,捕获的信息不全面,分析的结果不正确等
二是世界变化了,现代商业社会充满变化,业务流程、业务规则都是日新月异
需求变更管理的目标是控制变更,而非避免变更。<br>
控制变更的目标是减少变更对开发工作的影响。<br>
需求团队的贡献在于“尽早标识变更”,设计团队的贡献在于“尽可能以弹性的设计来减少变更的影响”。
10.2 变更管理要点一:统一渠道<br>
原因主要包括两个方面
● 变更可能相互冲突:如果没有统一的规划与管理,程序员所响应的变更可能相互冲突,导致新问题的产生。
● 变更量无法引起重视:国内的许多客户通常是没有为变更付费的习惯,其实从某一个角度来看,对变更量没有直接感受是一个很重要的因素。
建立统一的渠道让客户意识到变更的成本,减少“来路不正”的变更,记录“变更的工作”。
10.2.1 CCB背后的道理
项目的“变更管理委员会(CCB)
● CCB是业界的最佳实践,可以由一个小组或多个不同的组担任,负责做出决定究竟将哪一些已建议需求变更或新产品特性付诸应用。<br>
● CCB的组成:项目管理部门、产品管理或需求分析部门、开发部门、测试和质量保证部门、市场或客户代表、用户文档部门、技术支持部门、配置管理部门……<br>
1.正确认识CCB<br>
子主题<br>
CCB 的核心人员只有两个,分别代表用户团队和开发团队,其他组成人员都是协作者和决策者
CCB中的其他人员并不是常设人员,并不需要参与到每个变更的决策过程中;确定这些成员的目的在于当常设人员需要协作者,需要最终决策者时,能够有的放矢地找到相应的人员。
2.使CCB成为真正的统一渠道
只要规定开发人员收到客户代表的变更之后,必须将变更交给CCB,然后再由CCB下达给开发人员,当客户代表询问时,就直接回答“你提交的变更已经给CCB了,他们会尽快进行处理”。
10.2.2 变更处理过程<br>
子主题
1.业务影响度分析
(1)确定影响范围<br>
● 行为需求类变更:也就是具体的功能方面的需求,包括用户界面的需求,通常可以直接找到对应的需求项,也就是可以归属于某个具体的业务活动中;当然它也可以变成新增的用例,甚至是新增的业务事件。<br>
● 数据、非功能、规则类变更:对于这类的变更则需要考虑它影响的范围,它可能只影响一个业务活动(用例),也可能影响一个业务事件。
(2)选择正确的评价者<br>
(3)对变更做出评价<br>
对于每个需求都需要从合理性、必要性、影响度等几个方面进行评估,从而决定是否“接受”
2.技术影响度分析
● 对于修改型的变更:罗列出会影响哪些人工制品,包括数据库表、字段、界面窗体、控件,类、方法;在这个方面要想做得比较精确,就必须借助于“需求跟踪”,具体来说就是“需求项”与“人工制品”的跟踪。
● 对于新增型的变更:可以采用类比法进行,从已经实现的(也就是已有工作量记录的)功能中找一个与其相当的,以得出一个大致准确的工作量估计。<br>
3.项目影响度分析<br>
考虑是否对整个项目的时间、进度、成本产生较大的影响,并在这个基础上做出最后的决策。
4.是否打破基线<br>
业界对这个问题的结论是:变更通常是不打破基线的,而且从理论上是永远不打破基线的。<br>
● 出现了对前面假设有巨大影响:暂停迭代,重新考虑基线。<br>● 工作量比较小,重要性或与开发中的需求的关联性很强:加入基线。<br>当然,尽力做到“不打破基线”是很有意义的;只不过我们可以根据实际的情况做灵活的处理,目标就是有效地为开发活动服务。
10.3 变更管理要点二:统一平台
10.3.1 变更管理平台的选择<br>
● 需求变更的生命周期管理:即从提出、评估、接受、实现到最终的验证,实现全过程的管理与跟踪,另外还应该能够支持“重激活”之类的活动。<br>● 有效的权限管理体系:让需求变更的提出者、评价者、实现者能够在同一平台中各取所需。<br>● 变更的分类与分析功能:应该能够对变更进行自定义分类,并且在此基础上提供相应的查询、分析功能。
包括Rational的ClearQuest、开源的Mantis,甚至还包括最简单的BugFree<br>
10.3.2 变更管理平台的应用要点<br>
10.4 小结
第11章 需求跟踪操作实务<br>
11.1 需求跟踪的基本概念
需求跟踪涉及5种类型的跟踪链:从用户原始需求向前跟踪到软件需求,从软件需求向前跟踪到下游工作产品;从下游工作产品向后回溯到软件需求,从软件需求向后回溯到用户原始需求;以及软件需求到软件需求的跟踪
● 审核:跟踪能力信息可帮助审核确保所有需求被应用。<br>● 变更影响分析:跟踪能力信息在增、删、改需求时可以确保不忽略每个受到影响的系统元素。<br>● 维护:可靠的跟踪能力信息使得维护时能够正确、完整地实施变更,从而提高生产率。<br>● 项目跟踪:认真记录跟踪能力数据,可以获得计划功能当前实现状态的记录。<br>● 再设计:可以列出传统系统中将要替换的功能,记录它们在新系统的需求和软件组件中的位置。<br>● 重复利用、减少风险、测试。<br>
<b>需求跟踪是高阶管理活动,所需的工作量很大,特别是软件需求到设计元素的跟踪,因此一定要考虑投入与产出是否成正比。</b>
11.1.1 用户需求到软件需求的跟踪
11.1.2 软件需求到软件需求的跟踪<br>
11.1.3 软件需求到下游工作产品的跟踪<br>
11.2 需求跟踪的操作方法<br>
11.3 小结
第四部分 总结<br>
第12章 SERU过程框架总结
12.1 SERU过程框架要点概述
12.1.1 SERU过程框架的理论基础
● S:Subject Area的首字母,它表示子问题域;这是“信息工程”中的概念,核心的思想就是根据业务区划来分解系统,使系统的各个部分在业务上保持相对独立,降低耦合性。
● U:Use Case的首字母,也就是用例,这是RUP之父Ivar博士发明的一种需求技术,它是迄今为止应用最广泛的技术之一;在笔者的实践中,发现它是封装需求的最好手段,可以作为需求组织的最小单位:一个业务活动(B类用例)、一个具体的报表项(R类用例)、一个具体的接口(I类用例)。
● E:Event的首字母,表示事件(对于信息系统而言就是业务事件),它是流程的起点,最早源于实时系统的需求分析,后来被结构化分析方法之父DeMarco引入到业务软件的分析中;通过业务事件的标识,就能够找到流程,通过流程就可以有效地将不同的场景串接在一起,起到承上启下的关键一环,它覆盖了OLTP(联机事务处理)部分的需求。<br>
● R:Report的首字母,表示查询、分析、统计,用来覆盖MIS(管理信息系统)部分的需求;通过寻找管控点(也就是从意图出发),以确定报表类型,然后再细化到具体报表项。
12.1.2 SERU过程框架全景图<br>
子主题
1.需求定义阶段<br>
2.理清需求框架和脉络阶段<br>
3.填充需求细节阶段<br>
12.1.3 SERU过程框架导入建议<br>
1.建立基础
2.熟悉方法<br>
3.全面应用<br>
12.2 需求实作要点概述
子主题
1.需求定义勿忽视<br>
2.需求捕获要科学<br>
3.需求分析要业务
4.需求建模要实用<br>
5.需求评审要实效<br>
6.需求文档要应用<br>
12.3 结语<br>
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