User Experience Design and Information Architecture

news2024/9/21 11:39:33

💥(1) What' is IA (Information Architecture)?

· Definition of four sentences

I. Information Architecture is "The structure design of shared informaiton environments-共享信息环境的结构设计"

II. Information Architecture is "The synthesis of o/rganization, labeling, search, and navigation systems within digital, physical, and cross-channel ecosystems-数字、物理和跨渠道生态系统中组织、标签、搜索和导航系统的综合"

III. Information Architecture is "The art and science of shaping information products and experiences to support usability and findability, and understanding-"塑造信息产品和体验以支持可用性和可发现性以及理解的艺术和科学"

- Usability: How quickly people can learn to use something, how efficient they are while using, how memorable it is, how error-prone it is, and how much users like using it.

- Findability: The ability of users to identify an appropriate Web site and navigate the pages of the site to discover and retrieve relevant information resources.

IV. Information Architecture is "An emerging discipline and community of practice focused on bringing principles of design and architecture to the digital landscape-一门新兴学科和实践社区,专注于将设计和建筑原则引入数字领域"

· A holistic persperctive

User experience is "The totality of the effect or effects felt by a user as a result of interaction with, and the usage context of, a system, device or product, including the influence of usability, usefulness and the emotional impact during the interaction, and savoring the memory after the interaction-用户在与系统、设备或产品交互时所感受到的整体效果,以及系统、设备或产品的使用环境,包括可用性、实用性和交互过程中的情感影响,以及回味记忆互动之后."

The Elements of User Experience Design (UXD)

    Each plane is dependent on the planes below it. So, the surface depends on the skeleton, which depends on the structure, which depends on the scope, which depends on the strategy.
    When the choices we make don’t align with those above and below, projects derail, deadlines are missed, and costs begin to skyrocket as the development team tries to piece together components that don’t naturally fit it. Even worse, when the product fifinally does launch, users often hate it, because it doesn’t deliver a satisfying experience.
    This dependence means that decisions on the strategy plane will have a sort of “ripple effect” all the way up the chain. Conversely, the choices available to us on each plane are constrained by the decisions we make about issues on the planes below it.

💥(2) The Topics we are going to talk about

In Information Architecture, we will know some psychologis of design including: vision design, memory design, emotion design, information architecture design, interaction design, and interface design.

Psychology of design: vision
Psychology of design: memory
Psychology of design: emotion
Principles of design: information architecture
Principles of design: interaction design
Principles of design: interface design

💥(3) Textbooks for psychology of design

1. The Elements of User Experience

name: The Element of User Experience

author: Garrett

cover: (below)

 2. Designing with the Mind in Mind

name: Designing with the Mind in Mind

author: Johnson

cover: (below)

 3. 100 THINGS EVERY DESIGNER NEEDS TO KNOW ABOUT PEOPLE

name: 100 THINGS EVERY DESIGNER NEEDS TO KNOW ABOUT PEOPLE

author: Susan

cover: (below)

4. COMMUNICATING THE USER EXPERIENCE

name: COMMUNICATING THE USER EXPERIENCE

author: Caddick

cover: (below) 

5. Observing the User Experience A Practitioner’s Guide to User Research

name: Observing the User Experience A Practitioner’s Guide to User Research

author: Goodman

cover: (below)

 6. Designing Interfaces

name: Designing Interfaces

authorJenifer Tidwell

cover: (below)

 7. 信息架构:超越Web设计(第4版)

name: 信息架构:超越Web设计(第4版)

author: Louis Rosenfeld

cover: (below)

🌟(4) User Experience Design - Chapter 1 Vision

🔥Basics of human vision

About human vision, we need to know that our perception of the world around us is not a true depiction of what is actually there, on the contrast, our perception is biased by past experience, current context, and future goals.

1 Perception biased by the past

Human perception is based on what their past experience leads them to expect than what is actually there - 人类的感知是基于他们过去的经验导致他们期望的,而不是实际存在的.

· primming of mind 头脑的启动

· Once you see something, it's difficult to "unsee" it

2 Perception biased by the present

Visula perception in reading may also be a top-down process,  from meaning to sentences, words and characters.

· Polysemy in different languages-不同语言中的多义性

· Perception in one sence may affect simultaneous perception in another sence-一种意义上的感知可能会影响另一种意义上的感知

3 Perception biased by the future

Things unrelated to our goals tend to be filtered out pre-consciously, never registering in our conscious minds.

· Endogenous attention - goal-directed control of attention

· Banner blindness

· Cocktail party effect

🔥Gestalt principles 格式塔原则

Gestalt psychology: A school of psychology based on the "unified whole" - the whole is different than the sum of the parts - 基于“统一整体”的心理学流派——整体不同于部分之和.

Gestalt psychologists: Max Wertheimer, Wolfgang Kohler, Kurt Koffka

Gestalt principles: Human visual system automatically imposes structure on visual inputs so that they can be interpreted in the simplest way, with Law of Pragnanz as the basic principle - 人类视觉系统以 Pragnanz 法则为基本原则,自动将结构强加于视觉输入,以便以最简单的方式对其进行解释.

1 The similarity principle

Objects that share visual characteristics such as shape, size, color, texure, dimension, or orientation appear grouped.

1 Strength of communicating similarity: color > size > shape

2 Anmaly effect - emphasizing with differences

2 The proximity principle

Objects that are near each other(relative to other objects) appear grouped, while those that are father apart do not.

1 White space - power of nothing

3 The continuity principle

Objects that are arranged on a line or curve are perceived to be moer related than those not on the line or curve.

1 Visual cues: more to view

2 Guide user's eyes

4 The symmetry principle

Our vision automatically organize and interprets the ata in our visual field so as to simplify it and give it summetry

1 Balancing visual weight

5 The common region principle

Objects that are located within the same closed region are perceived as being grouped together

1 Design of cards

6 The common fate priciple

Objects that move in the same direction are perceived as more related than those moving in different directions, or not moving at all

7 The closure priciple

Our visual system automatically tries to close open figures so that they are perceived as whole objects rather than separate pieces.

8 The figure/ground principle

Our mind separates the visual field into the figure(the foreground) and ground(the background)

1 Perceptual cues:color, size, motion

2 Application: photograph, movie poster, fullpage background, popup information

🔥Design for reading

Learning to read: reading is an artificial skill that humans learn by systematic instruction and practice; learning to read involves training our brain, including visual system, to recognize patterns.

Process of reading: reading involves both bottom-up, feature-driven processing and top-down, context-driven process.

Feature-driven + context-driven reading特征驱动+上下文驱动阅读

1 Typeface

Serif and sans serif fonts have the same readability; overly decorative fonts can interfere with pattern recognition and slow down reading.

2 Font size

Different fonts have different x-heights, so some fonts look larger than others, even though they are of the same point size.

3 Alignment

Each line of centered or right-aligned text starts in a different horizontal position, so users must consciously adjust their gaze to the actual start of each line

4 Line length

People read faster with a longer line length, but they prefer a short line length(though it creates more interruptions of saccade and fixation eye movement)

Line lenght for body text are usually between 40 to 60 characters. In areas with wider line lengths, sucha as desktop, longer lines can contain up to 100 characters.

5 Background

Visual noise can disrupt automatic reading as users must look very carefully to separate text from background.

1 Visual noise often results from placing text over a patterned background

2 Visual noise also results from displaying text in colors that contrast poorly with the background

6 Vocabulary

Unfamiliar or uncommon vocabulary can disrupt automatic reading as intended users dont't understand it very well or at all.

🌟(5) User Experience Design - Chapter 2 Color

🔥Color models

Color model:an abstract mathematical model that describes the way colors can be defined and represented.

· Munsell color system: hue, value, and chroma

· RGB: additive color used in screen display

·CMYK: subtractive color model used in printing

🔥Color perception

1 Color contrast

Our vision system is much more sensitive to differences in brightness than to absolute brightness levels.

1 Checker shadow illusion - 方格阴影错觉

2 Link/non-link contrat ratio 3:1

3 Foreground/background contrast ratio 4.5:1

2 Color presentation

Color patch paleness, size, and separation will affect our ability to distinguish colors from each other.

1 Paleness: the paler or less saturated two colors are, the harder it is to tell them apart

 2 Size: the smaller or thinner objects are, the harder it it to distinguish their colors

3 Separation: the more separated objects are, the harder it is to distinguish their colors.

 3 Color blindness

Approximately 8% of men and slightly under 0.5% of women have difficult discriminating certain pairs of colors

1 Types of color blindness: prtanopia, deuteranopia, tritanopia, and monochromacy - 红色盲、绿色盲、蓝色盲和单色盲

2 Don't rely solely on colors

3 Keep it minimal

4 Color use guideline

Avoid subtle color differences: make sure the contrast between colors is high; but separate strong opponent colors, like black and white, red and green, yellow and blue - 避免细微的色差:确保颜色之间的对比度高;但要分开强烈的对立颜色,如黑色和白色、红色和绿色、黄色和蓝色

Use color redundantly with other cues:use color as a hint or users, use texture and patterns to emphasize contrast, and clarify color information with text - 与其他提示冗余使用颜色:使用颜色作为提示或用户,使用纹理和图案强调对比,并用文本阐明颜色信息

Create accessible design: Web Content Accessibility Guidelines covers a wide range of recommendations for making web content more accessibel to people with disabilities - 创建可访问的设计:Web 内容可访问性指南涵盖了使 Web 内容更易于残障人士访问的各种建议。

🔥Color theories

1 Warm vs cool colors

Warm colors are associated with things like sun or fire; cool colors are associated with things like water or grass

· Warm colors: yellow, orange, and red

· Cool colors: green, blue, and violet

2 Tints, tones, and shades

Adding white, grey, and black to puer colors produce tints, tones, and shades, respectively

1 Practical Color Coordinate System(PCCS)

3 Color schemes - 配色方案

Logical combinations of colors on the color, wheet, with a purpose to create an aesthetic feeling of style and appeal - 颜色、轮子上的颜色逻辑组合,目的是创造一种风格和吸引力的美感

1 Achromatic, monochromatic, analogous, complementary, triadic, and compound - 消色差、单色、类似、互补、三元和复合

🌟(6) User Experience Design - Chapter 3 Memory

🔥Basics of human memory

Memory is the ability to remember past experices and the ability to recall them to mind in order to influence current behavior.

Sensory memory 感官记忆 is the ability to retain impressions of sensory information after the original stimuli have ended.

Short-term memory 短时记忆 is the ability to hold a small amount of information in mind for a short period of time

Lont-term memory 长时记忆 is the ability to store a seemingly unlimited amount of information almost indefinitely.

Process of memory

· Encoding: transforming information into a form that can be stored in memory

· Storage: creating a permanent record of the encoded informaiton in memory

· Retrival: calling back the stored information in response to some cue of use

Types of memory

· Sensory memory

Iconic memory 图像记忆

Echoic memory 音响记忆

· Short-term memory

working memory 工作记忆

· Long-term memory

procedural memory 陈述记忆(内隐记忆)

declarative memory 程序记忆(外显记忆):semantic memory(语义记忆) + episodic memory(情境记忆)

Memory aids in UX design

Password, Visited links, Breadcrumbs, Search keywords, Multiple modes, Instructions

🔥Short-term memory

Miller's law: human's shor-term memory can hold 7+-2(5+-1) unrelated items simultaneously.

Grouping items into chunks

· Chunking navigation options

· Chunking text

· Chunking mkutimedia content 

🔥Long-term memory

1 Memory storage: repetition

Repeating the new information sufficient times moves if from short-term memory to long-term memory

· Design system: consisten color, font, shape, language

· Cross-platform consistency

2 Memory storage: connection

People use schemata to store information in memory; it is easier to remember the new information that can be connected to an existing schema

3 Memory storage: emotion

Emotionally charged events persist in memories more vividly; an emotional reaction creates a memory imprint prompting people to avoid negative experiences and revisit positive ones.

4 Memory retrieval: recognition over recall

Recognition refers to recognizing information as being familiar; recall designates the retrival of realted details from memory

· Selection instead of input

· Iconic enhancement

5 Memory retrival: reconstruction

People reconstruct their memories each time they retrieve them, as affected by various cognitive process and external interventions, resulting in inaccuracies and distortions.

· Eyewitness testimony study

· Implications for self-report user study methods: interview and diaries - 自我报告用户研究方法的启示:访谈和日记

🌟(7) User Experience Design - Chapter 4 Emotion

🔥Basics of human emotions

Emotion: a fast, automatic response to an internal or external stimulus, including body reactions, facial expressions, and subjective apprasial

· Emotion: immediate physiological response to perceived stimulus

· Feeling: physical and mental sensations that arise in the internalization of emotions

· Mood: a semi-persistent mental, physical, and emotional state

Basic emotions: emotions are discrete and universally recognized - anger, disgust, fear, happiness, sadness, and suprise

· Robert Plutchik: wheel of emotions

· James Russell: circumplex model of affect

🔥Emotional design

Emotional design: a design approach that delivers proper emotions with corresponding elements to catch users's attention and make them feel good

· Maslow's pyramid: physiological, safety, love/belonging, esteem, self-actualization

·Goals' of design: functional, reliable, usable, pleasurable(emotional design)

1 Visceral design

The design for people's first impression on the apperance of a productt as triggered by an initial sensory experience, aiming to make it appealing

· I want it. It looks amazing, so will I!

2 Behavioural design

The design for the performance and value felt by people in physical interaction with a product, aming to make it usable and understandable

· I can master it. It makes me feel smart!

3 Reflective design

The design for the meaning and impact felt consciously by people when they reflect on their overall expericence with a product, aming to make it pleasurable

· I can tell a story about it. It completes me!

🔥Affecting users emotions

1 Visual 

Visual information can be processed much faster than textual and is more effective in reducing communication gap and in forming initial impressions

2 Music

Listening to music releases dopamine, sometimes aassociated with physical changes in body; different music induces euphoria in different people - 听音乐会释放多巴胺,有时与身体的身体变化有关;不同的音乐会让不同的人产生愉悦感

3 Smell

Olfactory information and emotional information are both processed in the amygdala; people react eotionally to smells(Scent branding / Virtual reality scent generator)

4 Anecdotes

Anecdotes are in story form which is more vivid, interesting, and readable, thus more persuasive than the data-based approach - 轶事是以故事的形式出现的,比基于数据的方法更生动、有趣、可读,因此更有说服力

5 Humor 

Humor reminds users that they are real humans behind the design; understand the context and apply humor appropriately by following the same rules as in real life

6 Surprises

Human brain craves the unexpected; providing something unexpected not only gets attention, but also can be pleasurable

7 Difficulty

Higher entry barriers leead to higher evaluation of the value of doing something because people need to reduce cognitive dissonance - 进入门槛越高,对做某事的价值的评价就越高,因为人们需要减少认知失调

8 Occupance

People are happier when they are busy; they will do a task rather than be idle, but the task has to be seen as worthwhile

9 Mircointeractions

Microinteractions are the functional, interactive details of a product, making engaging with the product easier and more pleasurable

😃(8) Information Architecture - Chapter 1 Organization

🔥Challenges of organizing

1 Ambiguity 歧义性

A word has multiple meanings; an object goes to multiple places

2 Heterogeneity 异质性

Multiple types of resources; multiple levels of granularity; resources in multiple formats

3 Disparity 差异性

Differences between designers and users; differences among various users

🔥Organization schemes

Organization scheme: An organization scheme defines the shared characteristics of content items and influences the logical grouping of the items

1 Exact schemes

"Objective" schemes that divide information into well-defined and mutually exclusive categories - 将信息划分为定义明确且相互排斥的类别的“目标”方案

· Alphabetical 字顺型方案

· Chronological 时序型方案

· Geographical 地理型方案

2 Ambiguous schemes

"Subjective" schemes that divide information into categories defying exact definition - 主观的”方案,将信息划分为不同的类别,无视确切的定义

· Topical 主题型方案

· Task-based 任务型方案

· Audience-based 受众型方案

· Hybrid 混合型方案

🔥Organization structure

Organization struction: An organization struction defines the types of relationships between content items and groups

· Hierarchy 层级结构

· Database-model 数据库模型结构

· Hypertext 超文本结构

· Folksonomy 大众分类结构

· Combination 组合结构

😃(9) Information Architecture - Chapter 2 Labeling

🔥Types of labels

1 Textual labels: labels as contextual links - 语境链接标签

Labels that describe the hyperlinks within the body of a chunk of information and occur within the context of the surrounding text

2 Textual labels: labels as headings - 标题标签

Lables that describe the content following them, often used to establish a hierarchy or a process

3 Textual labels: labels as navigation options - 导航选项标签

A small number of labels consistently applied to represent the options within a navigation system

4 Textual labels: labels as index terms - 索引词标签

Keywords, tags, descriptive metadata, and subject headings that represent content for browsing or searching

5 Iconic labels - 图标标签

Icons often used as navigation system labels to add aesthetic appeal to an information environment

🔥Labeling guidelins

1 Consistent labeling system: style

Consistent application of punctuation and case within labeling systems, often by following style guides

2 Consistent labeling system: presentation

 Consistent application of fonts, sizes, colors, whitespaces, and grouping to help visuall reinforce the systematic nature of a group of labels.

3 Consistent labeling system: syntax

Consistent application of verb-based, noun-based, or question-based labels in a specific labeling system

4 Consistent labeling system: granularity(粒度)

Making sure that the labels within a labeling system are roughly euqal in their specificity

5 Consistent labeling system: comprehensiveness

Making suer that the labeling system has a comprehensive scope covering all the content in the information environment - 确保标签体系范围全面,涵盖信息环境中的所有内容

6 Consistent labeling system: audience

Developing a separate labeling system for each audience who uses a very different teminology(术语) for the same content

🔥Designing labels

1 Using existing labeling systems

· Your own site

· Comparable and competitive sits

· Controlled vocabularies and thesauri - 受控词汇表和叙词表

2 Creating new labeling systems: content analysis 内容分析

Extracting descriptive keywords or meaningful terms from the content, manually or using software tools

3 Creating new labeling systems: card sorting 卡片分拣

Asking participants to culster labels for existing content into categories, useful for designing both organization and labeling systems

4 Creating new labeling systems: free-listing 自由列举

Selecting an item and asking participants to brainstorm terms to describe it, a lower-cost alternative to card sorting

5 Creating new labeling systems: search log analysis 搜索日志分析

Analyzing the search queries used by real users to describe theri infromation needs in theri own language

6 Creating new labeling systems: tag analysis 标签分析

Analysing the tags added by real users to the content to describe their understandings in their own language

😃(10) Information Architecture - Chapter 3 Navigation

🔥The need for navigation

· Navigation indicates location

· Navigation shows coverage

· Navigation reflects brand

· Navigation affects credibility

🔥Embeded navigation systems

Embeded navigation systems 嵌入式导航系统:navigation systems that are wrapped around and infused within the content of a website, helping users understand where they are and where they can go.

1 Global navigation

Present on every page throughout the site, allowing direct access to key areas and functions no matter where the users travels in the site's hierachy

2 Local navigation

Present on every page within a subsite, enbling users to explore the immediate area; different subsites have different local navigation systems

3 Contextual navigation 

Hyperlinks that connect a page with other pages containing similar or related content, supporting associative learning

4 Uility navigation 

Feature that lie outside  the main content organization but help users use the site, critical to the site's functioning

Embedded navigation design

· Horizontal bars

· Vertical bars

·Inverted L

· Expendables

· Dropdowns

· Giant dropdowns

· Fly-outs

🔥Supplemental navigation systems

Supplemental navigation systems 补充式导航系统:navigation systems that are external to the basic hierachy of a website and provide complementary ways of finding content and completing tasks.

1 Breadcrumbs 面包屑导航条

Lightweight trails that allow users to keep track and maintain awareness of theri location 

2 Indexes 索引

Alphabetical lists of keywords or phrases representing the key content, without reflecting the hierarchy

3 Sitemaps 站点地图

Tables of contents that presents the top few levels of the informmation hierarchy, providing an overview of the content

4 Configurations 配置器

A special class of guides that help users configurate products or navigate complex decision tress 5 Filters 过滤器

Control elements that allow users to narrow down the content by choosing certain criteria

本文来自互联网用户投稿,该文观点仅代表作者本人,不代表本站立场。本站仅提供信息存储空间服务,不拥有所有权,不承担相关法律责任。如若转载,请注明出处:http://www.coloradmin.cn/o/480557.html

如若内容造成侵权/违法违规/事实不符,请联系多彩编程网进行投诉反馈,一经查实,立即删除!

相关文章

ChatGPT提示词工程(三):Summarizing概括总结

目录 一、说明二、安装环境三、概括总结(Summarizing)1. 简单地概括总结,只有字数限制2. 概括总结需要关注的某些点 四、用“提取”代替“总结”(Try "extract" instead of "summarize")五、概括总…

Mysql第二章 多表查询的操作

这里写自定义目录标题 一 外连接与内连接的概念sql99语法实现 默认是内连接sql99语法实现左外连接,把没有部门的员工也查出来sql99语法实现右外连接,把没有人的部门查出来sql99语法实现满外连接,mysql不支持这样写mysql中如果要实现满外连接的…

生成对抗网络原理

GAN的原理 GAN是在2014年由Ian Goodfellow等人提出的,发表在论文“Generative Adversarial Networks”中。 GAN的主要灵感来源于博弈论中零和博弈的思想,应用到深度学习神经网络上来说,就是通过生成网络G(Generator)和…

系统架构设计

高性能 客户端内部缓存客户端到服务器之间缓存:CDN,网络专线数据库前加缓存Sessioin等信息共享NoSQL数据库分片,读写分离web层无关态集群负载均衡GeoDNS 就近原则,边缘计算存储异步,解耦,削峰:消息队列离线…

MySQL学习笔记第五天

第06章多表查询 多表查询概述: 多表查询,也称为关联查询,指两个或更多个表一起完成查询操作。前提条件:这些一起查询的表之间是有关系的(一对一、一对多),它们之间一定是有关联字段&#xff0…

第二十章 渲染管线

渲染管线是计算机图形中最基础最核心的部分,它是将3D场景显示到2D平面的技术过程。在DirectX课程中,我们就介绍了渲染管线,分为固定渲染管线和可编程渲染管线(Shader)。但是在DirectX 10版本之后统一了渲染架构&#x…

【Java】面试常问知识点(Java基础)

JVM java 栈:线程私有,生命周期和线程,每个方法在执行的同时都会创建一个 栈帧用于存储局部变量表,操作数栈,动态链接,方法出口等信息。方法的执行就对应着栈帧在虚拟机栈中入栈和出栈的过程;栈…

Photoshop如何使用蒙版之实例演示?

文章目录 0.引言1.给单调的天空添加蓝天白云2.清除头发边缘的杂色3.制作景深效果4.制作枯荣共存的树5.制作双重曝光肖像 0.引言 因科研等多场景需要进行绘图处理,笔者对PS进行了学习,本文通过《Photoshop2021入门教程》及其配套素材结合网上相关资料进行…

【Linux内核解析-linux-5.14.10-内核源码注释】内核启动kernel_init解释

源码 解释1 static int __ref kernel_init(void *unused): 声明一个静态整型函数kernel_init(),该函数不会被其他文件访问,使用__ref标记表示该函数是可重定位的,并且该函数不需要任何参数。 wait_for_completion(&kthreadd_done);: 等待…

FL Studio 2023中文高级版水果编曲软件下载

FL Studio 2023中文版是一款非常经典的音乐制作软件,这款软件除了可以为用户提供全面的音乐制作功能之外,还有丰富的主题和皮肤供用户选择,让用户不但做出的音乐具有自己的风格,连制作的音乐的过程也个性十足,非常适合…

荔枝派Zero(全志V3S)驱动开发之串口

系列文章目录 文章目录 系列文章目录前言一、修改及编译设备树1、修改设备树文件2、编译 kernel 二、移植 minicom1、配置buildroot2、编译 buildroot 三、拷贝到 SD 卡四、测试验证1、确认 minicom 是否正常2、确认串口3、发送测试4、接收测试 前言 修改设备树打开 uart1 和 …

14-4-进程间通信-共享内存

之前学习了无名管道,命名管道,消息队列。 还剩下:共享内存,信号,信号量。 本章讨论的是共享内存。 一、共享内存的应用场景 A进程有自己的存储空间; B进程也有自己的存储空间; A进程和B进…

使用物联网技术进行肥胖管理是可行的吗?

在物联网和可穿戴设备的帮助下,个人现在可以监测自己的健康指标,如心率、血糖水平和身体活动。这些个性化的见解帮助人们对自己的生活方式做出明智的决定,从而带来更好的体重管理结果。 利用物联网技术成功管理肥胖症 肥胖是一个全球性的健…

还在挣扎文件

由于在老式打印机里面每打下一行都要进行回车和换行,在windows系统里面也延续了这个惯例,但是c语言是只有换行,但是为了兼容,会自动进行转换;比如,它在写入文件的时候换行会自动转换为回车加换行&#xff0…

加强网络风险生命周期

当今业务环境中云原生应用程序的激增帮助组织简化了运营。 企业现在可以近乎实时地监控数据、与客户互动并分享见解,帮助他们克服曾经阻碍生产力的低效率问题。 然而,使用云也极大地扩展了企业可利用的攻击面。 CSPM、CWPP、CNAPP、SAST、SCA、IaC、D…

网络基础3【网络层、数据链路层】

目录 一.网络层 1.IP协议 (1)基本概念 (2)协议头格式 2.网段划分 3.特殊的IP地址 4.IP地址的数量限制 5.私有IP地址和公网IP地址 6.路由 二.数据链路层 1.以太网 2.以太网帧格式 3.MAC地址 4.对比MAC地址和IP地址 …

【图】邻接矩阵

图的存储结构分为邻接矩阵和邻接表两种,带权的图叫做网。 邻接矩阵 邻接矩阵适合边多的图 无向图 两个顶点之间的连线是双向的,一个一维数组存顶点,一个二维数组存边 若有边则值为1,反之为0 邻接矩阵需要知道点数、边数、一个二维…

ARM微处理器的指令集概述

ARM处理器是基于精简指令集计算机(RISC)原理设计的,指令集和相关译码机制较为简单。ARM微处理器的指令集是加载(Load)/存储(Store)型的,也即指令集仅能处理寄存器中的数据&#xff0…

【论文笔记】Attention和Visual Transformer

Attention和Visual Transformer Attention和Transformer为什么需要AttentionAttention机制Multi-head AttentionSelf Multi-head Attention,SMA TransformerVisual Transformer,ViT Attention和Transformer Attention机制在相当早的时间就已经被提出了&…