Category: Reasoning
The Steps that Help Computer to Understand Human Language
Natural language processing uses Language Processing Pipelines to read, pipelines Pipeline apply the human decipher and understand human languages. These pipelines consist of six prime processes. That breaks the whole voice or text into small chunks, reconstructs it, analyses, and processes it to bring us the most relevant data from the Search Engine Result Page.…
The Importance of Taxonomy in Information Science
Introduction In the era of big data and digital information, the importance of organizing, managing, and making sense of data has become increasingly vital. This is where taxonomy comes into play. Taxonomy is a systematic classification, categorization, and organization of information based on specific criteria. It has long been an essential tool in information science…
Text Analysis: Deconstructing and Reconstructing Meaning
Introduction Natural Language Processing (NLP) is a subfield of computer science, artificial intelligence, information engineering, and human-computer interaction. This field focuses on how to program computers to process and analyse large amounts of natural language data. This article focuses on the current state of arts in the field of computational linguistics. It begins by briefly…
Understanding Neural Networks: The Backbone of Modern AI
Abstract: Modelled after the structure of the human brain, neural networks have emerged as a fundamental technology in modern artificial intelligence. From image recognition and natural language processing to robotics and drug discovery, neural networks are driving advancements across diverse fields. This paper provides a comprehensive overview of neural networks, exploring their fundamental principles, architectures,…
What is Data Annotation and What are its Advantages?
AI and machine learning is one the fastest growing technology brining unbelievable innovations providing the advantages to different fields globally. And to create such automated applications or machines, huge amount of training data sets is required. And to create such data sets, image annotation technique is used to make the objects recognizable to computer vision…
Linked Data vs. Data Lineage: Navigating Data Landscape
Okay, here’s an article exploring the differences between Linked Data and Data Lineage, aimed at a readership interested in data management and its related concepts: In the ever-expanding universe of data, understanding how information connects and flows is paramount. Two essential concepts in this realm are Linked Data and Data Lineage. While both contribute to…
Glossary Standardization
In glossary standardization, taxonomy provides a structured framework for organizing and categorizing terms, ensuring that definitions are consistent, easily navigable, and universally understood. Taxonomy serves as a backbone to make glossaries more coherent and usable, especially when dealing with complex domains like technical fields, law, medicine, or industry-specific terminology. By organizing terms in a hierarchical…
Technical Jargon: A Linguistic Exploration
Abstract Language serves as a powerful medium for communication, but it comes in various forms and styles that can either bridge understanding or create barriers. Among these variations is jargon—a specialized language used by particular groups to convey complex ideas succinctly. This paper explores the definition of jargon, its characteristics, contexts of use, and the…
Language Syntax: An Overview
Introduction Language syntax is the study of the rules, principles, and processes that govern the structure of sentences in a language. It is a fundamental aspect of linguistics and it examines how words and phrases are arranged to create well-formed sentences in a language. Syntax is derived from the Greek word “syntaxis,” which translates to…
Words Have Power
1 Introduction Words have power. Words have a context. Words could be understood differently, depending on the on the situation where the dialogue has taken place: the atmosphere, the context and the emotional feeling of the people being in the situation. There is another factor or in another word ‘other factors’ that could be taken…
A guide to Linked Data Principles and Technologies
Introduction The internet, as we know it, is a vast ocean of information. But much of this information is locked away in silos – databases, documents, and websites independently existing. Wouldn’t it be powerful if we could seamlessly connect this data, allowing machines to understand relationships and draw meaningful insights? This is the promise of…
Exploring the Semantic Web and Ontologies
Introduction In today’s digital world, we are drowning in data. From social media posts to scientific research, vast amounts of information are constantly being generated. However, this data often exists in siloed formats, making it difficult for computers (and sometimes even humans) to truly understand its meaning and relationships. This is where the Semantic Web…
Taxonomy in Natural Language Processing
Introduction In natural language processing (NLP), taxonomy, ontology, and knowledge graphs play critical roles in enabling machines to understand, categorize, and derive meaning from human language. These frameworks help structure linguistic data, provide context, and facilitate reasoning, making NLP applications more accurate and contextually aware. Definition: A taxonomy is a hierarchical classification system that organizes…
Conversation Human Interaction Via Language
Introduction Conversational analysis provides valuable insights into how people navigate and make sense of social interactions through language. It has been employed in a range of disciplines and fields sociology, linguistics, anthropology and psychology. In linguistics, it has been successfully applied to the study of linguistic form and function, helping to situate the use and emergence…
Terminology Standardization in Arabic Language
Introduction Glossary standardization and the use of synonyms in the Arabic language present unique challenges and opportunities, especially in fields like translation, localization, and knowledge management. Arabic is a rich and diverse language with multiple dialects and a vast lexicon, which makes standardization of terms crucial for clear and consistent communication across different contexts. In…