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Sentic Computing - A Multi-Disciplinary Approach to Sentiment Analysis

Basic Introduction to Sentic Computing: Sentic computing is an interdisciplinary field that combines affective computing (emotions and feelings) and commonsense computing to analyze sentiments and opinions on the web effectively. Its goal is to enhance the recognition, interpretation, and processing of sentiments by leveraging computer science and social science techniques. Key Models and Resources: a) The Hourglass of Emotions: The Hourglass of Emotions is a popular model used in sentic computing. It represents emotions as a hierarchy, ranging from basic emotions (e.g., joy, anger) to complex emotions (e.g., love, guilt). This model helps in understanding the relationships and transitions between different emotional states. b) Sentic Patterns: Sentic Patterns are linguistic patterns or templates that capture the expression of sentiments in text.They are useful for sentiment analysis as they provide a way to identify and extract sentiment-related information from text. For example, a p...

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The Eco-Friendly Way to Build: Making Cow Dung Bricks with Biochar and Lime

Build a greener future with biochar and lime-infused cow dung bricks If you're looking for an eco-friendly and sustainable way to build, consider making cow dung bricks. Not only are they a low-cost alternative to traditional fired clay bricks, but they also use waste materials like cow dung and biochar. Biochar is a charcoal-like substance that is made by burning organic materials in the absence of oxygen. It is a byproduct of biomass pyrolysis, a process that turns plant waste into energy. Biochar is known for its high carbon content, which makes it an excellent soil amendment and a potential solution to reducing greenhouse gas emissions. To make cow dung bricks with biochar, you will need the following materials: 1)   Cow dung 2)   Biochar 3)   Lime or Chona  4)   Methi water (Water fermented with fenugreek seeds) Here's a step-by-step guide on how to make cow dung bricks using these materials: Mix the cow dung with biochar and lime in a 2...

Can we make cow dung brick using Cow Dung, lime and sodium Silicate?

Cow dung: 🐮🌾🧩 Lime: 🏻🧑‍🔬🔳 Sodium silicate: 🔰🧑‍💼👀                                                                                                                    "Yes, 🙌 cow dung bricks 🧩 can also be made 💡 using the combination 💼 of cow dung, 🐮 lime, 🏻 and sodium silicate. 🔰 Here are the suggested properties 🧑‍🔬 of the ingredients 🧑‍💼 that need to be checked 🔳 before using them 🏻 for cow dung brick making: 🐮🏻🧑‍🔬🌾🧩" Properties of Cow Dung: Moisture content: should be around 15-20% Ash content: should be less than 10% pH value: should be neutral to slightly acidic (around 6-7) Fibre content: should be less...

Demystifying Ground Truth, Gold Standard, and Benchmark Terms in Image and Machine Learning

 Building a ground truth image is an important task in many image classification projects, especially in medical imaging or in projects that require expertise in labeling objects. However, for many other tasks, such as classifying vegetation in an image, building a labeled image can be easy and simple with the help of unsupervised learning models.                                                                       Ground truth refers to a set of measurements or conditions that serve as a benchmark or target for a classification system or machine learning algorithm. Here are some examples of what ground truth can mean in different contexts: In object recognition, ground truth can refer to a set of labeled images that have been manually annotated by human experts. These label...