AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread

These days people are talking of colonization of Mars and Moon. Wait! Hold On! Earth needs lot of innovations in AI ! Don’t just jump in to make solutions for Mars and Moon where you don’t even know the oxygen needed by human would be available in enough quantities. There is lack of oxygen inContinue reading “AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread”

Humanoid robot. I have some questions.

A recent news I read about humanoid robots. Here are some questions that occurs in general people’s mind about humanoid robots. At least I am thinking of these questions when some one says we will have a human looking robot near to do things like grocery shopping. a. menial jobs—— yes we need help inContinue reading “Humanoid robot. I have some questions.”

Fuzzy Rough Set Span based Unsupervised Word Sense Disambiguation

August 2021 DOI: 10.13140/RG.2.2.34423.14249 Summary: Word Sense Disambiguation (WSD) is a challenging AI problem. The solution to which is evolving with primarily supervised learning techniques. However, most of the unsupervised methods still need more reductionism while supervised techniques predominately require huge tagged data for a higher accuracy. This paper presents an unsupervised novel technique for WSD.Continue reading “Fuzzy Rough Set Span based Unsupervised Word Sense Disambiguation”

Can We Have an Artificial Intelligence Based Weather Monitoring System? Open Question for Open Discussion.

Climate change is here. The question here I want to discuss with the Artificial Intelligence experts, climatologists, solar energy experts and energy scientists is that “Can AI based weather monitoring system be made, if so, how?”. Here I have mentioned some questions that we AI experts need to answer the from scientists working in theContinue reading “Can We Have an Artificial Intelligence Based Weather Monitoring System? Open Question for Open Discussion.”

Philosophical Ethics and Its Application to AI-Article Review

This article is a brief discussion about this “Concepts of Ethics and Their Application to AI”  the chapter-3 of book by Stahl, B. C. [1] The author Stahl [1] have presented in this chapter of his book “Artificial Intelligence for a Better Future: An Ecosystem Perspective on the Ethics of AI and Emerging Digital Technologies”Continue reading “Philosophical Ethics and Its Application to AI-Article Review”

Perspectives on Artificial Intelligence- Book Chapter Review

This is a brief discussion about this “Perspectives on Artificial Intelligence”  the chapter-2 of book by Stahl, B. C. [1] It lays emphasis on the following things from ethical point of view: Characterization of AI as narrow AI, general AI and the mixed systems, which use combinations of things Secondly, each of the three aboveContinue reading “Perspectives on Artificial Intelligence- Book Chapter Review”

AI: Can Artificial Intelligence Read Cartoons, Understand the Gestures Correctly

Can Artificial Intelligence Read Cartoons, Understand the Gestures Correctly or Can AI make as Good Cartoons as a Cartoonist does ? This is a small question. Answer to this is Not Fully! Yes there are advances made in image processing and natural language processing, sarcasm detection. But reading and comprehending a cartoon requires a lotContinue reading “AI: Can Artificial Intelligence Read Cartoons, Understand the Gestures Correctly”

AI: Ranking of Machine Learning/AI based Classified Data

AIM: To aim is to rank the objects from the output of a classifier. The ranking is performed per category of the data. Classifier can be a machine learning or AI based classifier. The model is evaluated on Multi Document Text Summarization standard datasets using well known performance metrics. Details: This article is about myContinue reading “AI: Ranking of Machine Learning/AI based Classified Data”

AI: New Dataset, CIDER for Common sense Inferencing in Two Person Conversations Dialogues

In this article we discuss an research paper by (Ghosal et al, 2021) [1] named “CIDER: Commonsense Inference for Dialogue Explanation and Reasoning”.    Aim: The authors have developed a database for conversation-based text understanding for two person conversations and a deep learning-based models have also been evaluated for performance  for NLP tasks including inference,Continue reading “AI: New Dataset, CIDER for Common sense Inferencing in Two Person Conversations Dialogues”

NLP for Social Good: Research Paper Review

Aim: In this article I discuss a research paper by  Lin et al (2021) [1] named “How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact”.    This paper presents an in-depth overview of research areas for NLP in 2020,  effect of research in NLP on targets for aContinue reading “NLP for Social Good: Research Paper Review”