10 June 2025
For millennia, the amount of information recorded in construction has barely changed, but it has grown rapidly in recent decades (Fig. 1.1-5). According to the PwC […]
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- PART 1. FROM CLAY TABLETS TO THE DIGITAL REVOLUTION: HOW INFORMATION HAS EVOLVED IN CONSTRUCTION
- PART 10. THE CONSTRUCTION INDUSTRY IN THE DIGITAL AGE. OPPORTUNITIES AND CHALLENGES
- PART 2. HOW THE CONSTRUCTION BUSINESS IS DROWNING IN DATA CHAOS
- PART 3. DATA FRAMEWORK IN CONSTRUCTION BUSINESS PROCESSES
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10 June 2025
The construction industry is experiencing an unprecedented information explosion. If we think of business as a knowledge tree (Fig. 1.2-5) fed by data, the current stage […]
10 June 2025
Traditionally, in the construction industry, key decisions are made based on experience and subjective assessments. Without timely and reliable data, company managers have to act blindly, […]
10 June 2025
Technological and economic stages are theoretical concepts used to describe and analyze the evolution of society and economy at different stages of development. At the same […]
10 June 2025
The more data an organization accumulates, the harder it becomes to extract real value from it. Because of the fragmented nature of storing information in isolated […]
10 June 2025
The less complex the data and systems are, the less code you need to write and maintain. And the easiest way to save development is to […]
10 June 2025
Today, most companies are facing a paradox: about 80% of their daily processes still rely on classic structured data – familiar Excel spreadsheets and relational databases […]
10 June 2025
Big language models (ChatGPT, LlaMa, Mistral, Claude, DeepSeek, QWEN, Grok) are neural networks trained on huge amounts of textual data from the Internet, books, articles and […]
10 June 2025
When diving into the world of automation, data analysis, and artificial intelligence – especially when working with large language models (LLMs) – it is critical to […]
10 June 2025
Pandas occupies a special place in the world of data analysis and automation. It is one of the most popular and widely used libraries of the […]
10 June 2025
In the era of the data-driven economy, data is becoming the basis for decision-making rather than an obstacle. Instead of constantly adapting information to each new […]
10 June 2025
One of the most common tasks in construction projects is to process specifications in PDF format. To demonstrate the transition from unstructured data to a structured […]
10 June 2025
In the context of digitalization and automation of inspection and processing processes, a special role is played by classification systems elements – a kind of “digital […]
10 June 2025
Historically, construction element and work classifiers have evolved in three generations, each reflecting the level of available technology and the current needs of the industry in […]
10 June 2025
With data becoming one of the key strategic assets, companies need to do more than just collect and store information correctly – it is important to […]
10 June 2025
A variety of estimating methods are used by costing professionals, each focusing on a specific type of data, availability of information, and level of project detail. […]
10 June 2025
QTO (Quantity Take-Off) in construction is the process of extracting the quantitative characteristics of the elements required to realize a project. In practice, QTO is often […]
10 June 2025
Translating unstructured data into a structured form significantly improves the efficiency of various processes: it simplifies data processing (Fig. 4.1-1, Fig. 4.1-2) and speeds up the […]
10 June 2025
Modular ERP systems integrate various attribute (information) layers and data flows into a single comprehensive system, allowing project managers to manage resources, finances, logistics and other […]
10 June 2025
Other industries have faced the limitations of technologies for using semantics. In the gaming industry, attempts to describe game objects and their interactions through ontologies have […]
