Nine theories of Web intelligence
First theory: Programming language Web intelligence
Using the correct programming language should be implemented for the web user interface; for instance, using HTML and CSS is best for a single-page website, whereas a high-skill programming language is required to initiate the subscription and database development, for example, Java.
For example, in machine development (Websites, Robots, androids), installing a thought process and enabling a processor or CPU that is as equivalent as a human brain function. Understandably, there is no difference between a computer or a movable machine (robot). It needs a soul to understand the environment.
Second theory: Front end Web intelligence
A developer has complete control over the code initiation that should be perceived in the editing software; for example, in HTML and CSS, a visualization is the primary objective to create resemblance, and the high and low rate of web user interaction should be analyzed.
For example, a developer controls the behavior of a machine(website, robot, Android), and commands the whole structure, reshapes and corrects errors. For instance, websites are an internet model, and mostly used as a one-person interaction. However, a machine (robot) can act in one-to-one communication with the same kind and humans. Therefore, a robot can be utilized in a multi-role environment.
Third theory: Backup system Web intelligence
Codes are temporary files that can be non-existent due to hacker intrusion from cyberspace, which is uncontrollable behavior and requires spontaneous inspection. A backup system must be integrated with the web codes to protect and accumulate data in the event of server errors and cyberattacks.
In my experience, as a website developer, I found that a complete code file can be erased, or corrupted, without any system warnings. I found hackers push to control a fully developed operational system by enforcing, spam, Trojans to access the primary files, the origin. Similarly, any machine (Robot) can be overrun if corrupted. Mostly, this matter can be resolved by integrating a backup system that downloads the backup of overall data and reinstalls it to the previous application or function to make it operational again.
Fourth theory: Program security Web intelligence
The code developed is integrated with security scripts that could analyze the entire file creation and prohibit hack code intrusion from cyberspace.
In a simple way, cybersecurity is necessary to find the hacker’s intrusion, including the corrupt and duplicate files. This is because, if not, it will override the entire system, either the website, machine (robot), or android. The developer should have a trusted security system installed or integrated that can execute automated scans.
Fifth theory: Single site web intelligence
A single site is a web page that is only used to provide information on a particular market and does not need extensive database development; it is lenient to create and maintain.
For example, a simple article posting website can be easily created with HTML, CSS and JavaScript. In relation to a machine(robot), electronics can be configured to serve effortless tasks using sensors, internal computing and actuators.
Sixth theory: Database development Web intelligence
Database development and integration with algorithms to accumulate data at specific times of web user interaction.
The database structure of a website interaction tracking, is PostgreSQL (with Timescale DB), MongoDB, or Influx DB are preferred, in comparison to the machine(robot) governed by a real-time operating system (RTOS), including hardware clocks, localized sensor fusion algorithms and structured data streaming frameworks.
Seventh theory: Database optimization Web intelligence
A website developed for significant web user interaction, for example, social media, and e-commerce, or articles, requires regular optimization to avoid database errors, downtime monitoring, collation ignorance, indexing errors, etc. A database can be optimized automatically or by using programming skills.
Website Database Optimization
Robot Database optimization
It scales for thousands of concurrent users with minimize webpage load times
The reaction time of robot is instant to physical changes, therefore, it ensure real time execution.
The primary database optimization occurs in user profile, text, transactional records, and imagery URLs.
Database optimization, occurs in High-frequency sensor streams, 3D spatial maps, coordinates, and motor telementry
optimization in the storage to create more space to reduce cloud storage hosting bill
The storage constraints that require optimization is restricted onboard memory and CPU power; limited to the physical hardware
Eighth theory: Design type of Web intelligence
A type of webs design is used to promote the business in a specific market and is integrated with web tools for publicizing the web user interface, either through a blog or interactive media.
Core structural & Design Differences
Website
Robot
Primary interface is a user interface (UI/UX), that includes, Screens, buttons, and visual accessibility.
Primary interface is a physical form & Actuators, that includes, joints and structural materials.
Critical Metric in a website is a Page load speed, time-to-first-byte, and handling high user traffic
Robot work on a metric of determinism and Real-time Loop, that includes responding to physical hazards within exact millisecond windows
Website primary functions are depend on input sources like, Clicks, touches, keystrokes, and explicit digital forms.
Robot main input sources are Sensor Networks: LiDAR, cameras, IMUs, encoders and physical telemetry.
Event base request and response on the user actions
Sense-plan-Act loop: Continuously feeds data, calculates changes, and moves
Ninth theory: Code compatibility futuristic Web development
Code compatibility Web intelligence is to develop codes to implement into advanced technology; the future is adapting the mechanisms of artificial intelligence and building the latest technology.
Role in Web development
Role in Robotics
Python
Backened logic, APIs, and AI model data processing
High -Level “brain”, computer vision, decision making and AI
Javascripts/Typescripts
Full frontend UI (HTML/CSS) and real time backened communication via Node.js
Web-based robot controllers, Augmented reality/ Virtual reality robot simulators (Via WebXR/A-frame)
C++
Rarely used (except for high-performnce server logic)
Low-level hardware control, motor speeds, sensor readings, and real time processing
Author
Deepak Arya