ChatGPT is a chatbot that uses artificial intelligence to communicate with users through text-based messages and images. It uses modern machine learning technology to generate responses that sound natural and are meant to be relevant to the conversation. The chatbot was trained in several phases. It is based on the GPT-3.5 language model (GPT stands for Generative Pre-trained Transformer), … [Read more...]
Benefits of Unsupervised Learning
Unsupervised learning refers to machine learning without pre-determined targets and without any reward from the environment. The machine learning tries to recognize patterns in the input data that deviate from the structureless noise. An artificial neural network is based on the similarity to the input values and adapts the weights accordingly. There are several things that can be learned. … [Read more...]
Real-Time Location Tracking Explained
Real-time locating system (RTLS) also known as real-time tracking system is the determination of the location of an identified object at an initially unknown location without further determination of the associated orientation. This makes it possible to determine the location and whereabouts of objects, vehicles or people and link them to their identity. Positioning requires a well-defined … [Read more...]
Forms of Online Marketing
Online marketing (also known as internet marketing or web marketing) encompasses all marketing activities that are carried out online to achieve marketing goals, ranging from brand awareness to closing an online business. Due to the development of online media into a mass medium, online marketing is usually seen as a conventional, mandatory marketing strategy. In addition to internet advertising, … [Read more...]
The Process for Detecting and Consolidating Duplicates
Duplicate detection or record linkage is a variety of automated methods that can be used to identify cases in records that represent the same object in the real world. This is necessary, for example, when merging multiple data sources (deduplication) or when cleaning data. Duplicates can arise, for example, due to input and transmission errors, due to different spellings and abbreviations, or … [Read more...]
Opportunities and Risks of On-Premise
On-premises or on-prem refers to a usage and licensing model for server-based computer programs (software). Until about 2010, local use or licensing for the local use of software was the norm and therefore had no special designation. It is only since local use has been increasingly replaced by Software as a Service (SaaS) or cloud computing that the term off-premises has emerged as an … [Read more...]
How Credit Scoring Works
A credit score is a numerical value based on statistical analysis that represents the creditworthiness of a person or company. With credit scoring, companies try to determine the creditworthiness of customers or partner companies more or less automatically according to a predefined procedure. In a more general sense, scoring refers to the use of a probability value relating to a particular future … [Read more...]
What is a Recommendation System?
A recommendation system is a software system that aims to make a prediction that quantifies how strong a user's interest in an object is, in order to recommend to the user exactly those objects from the set of all existing objects that they are likely to be most interested in. Typical objects of a recommendation service are, for example, products of a webshop, pieces of music or artists or films. … [Read more...]
Let’s Block the AI Crawlers Using robots.txt File
AI web crawlers such as GPTBot, CCBot, and AI bots from Google now crawl our websites and collect data for their need. The question arises, should we block these AI bots in our robots.txt file to protect our content? The short answer is yes. If you examine the list from here - originality.ai/ai-bot-blocking then you'll realize that a lot of websites already blocking them. As we know, robots.txt … [Read more...]
What is Meant By Security Vulnerability
In the field of information security, a security vulnerability a flaw in software or hardware that allows a malicious program (exploit) or an attacker to penetrate a computer system. A vulnerability poses a threat to the security of a computer system. There is a risk that the vulnerability could be exploited and the affected computer system could be compromised. Security vulnerabilities arise, … [Read more...]
Time Management in Organizations
Under Time Management, we understand all measures to use the available time as productively as possible. Time management is the organization of ongoing events within a certain period of time by means of planning. In business administration, important features of planning are the subject of planning, the subject of planning, the planning data and the planning period. The object of planning is … [Read more...]