The Online shopping analysis is one of the most important topics in term of how the data is analysed and used after the analyzing in different fields and applications

The Online shopping analysis is one of the most important topics in term of how the data is analysed and used after the analyzing in different fields and applications

One of the greatest and the most challenging topic in BigData, machine learning, and artificial intelligence is medicine. Human bodies are very complex systems and we still lack mathematical tools enabling us to understand its complexity.

In this answer, I will focus on biosignals. Physiological data collected from our bodies carry within them an enormous amount of information that was inaccessible up to a relatively recent time to researchers.

There is undergoing development of new approaches enabling to distill hidden physiological data from biosignals. It revealed that new use BigData, ML, and AI techniques are insufficient in prediction and understanding of actual state and its development of health conditions and diseases.

We realized that mere drilling of whatever mathematical methods on data produced by living entities are insufficient for several reasons:

* it does not give insights into the underlying complex systems

* we are just observing some indirect indicators

* there might be different paths in data towards the same disease

* there might be same or similar data leading to different diseases

* we are observing too little of critical data and see some unimportant/junk data

* we must somehow measure system more efficiently

The solution seems to be, at least for this moment, to try to develop a more detailed understanding of physiological networks of interdependent, interacting processes in conjunction with observed data.

It occurred that mere observing data without having a clear understanding of underlying physiological networks is at least problematic or more probably fatal flaw of our contemporary research on biosignals.

Therefore we must merge complexity & BD, ML, and AI in one research platform. This is what can bring us forward, so far it is the only viable path to a better understanding of medicine based on biosignals.

There is a lot of money in making financial/investment decisions based on Big Data Analytics.

D.E. Shaw, IBM are a few companies that utilize such models.

In the context of the above considerations, the following question is also current: Will analytics based on data processing in Big Data database systems facilitate the analysis of statistical data? Big Data database systems can significantly facilitate the analytical processes of advanced processing and testing of large data sets for the needs of statistical surveys.The current technological revolution, known as Industry 4.0, is determined by the development of the following technologies of advanced information processing: Big Data database technologies, cloud computing, machine learning, Internet of Things, artificial intelligence, Business Intelligence and other advanced data mining technologies. All these advanced data processing and analysis technologies can significantly change and facilitate the analysis of large statistical datasets in the future.Do you agree with my opinion on this matter? In view of the above, I am asking you the following question:Will analytics based on data processing in Big Data database systems facilitate the analysis of statistical data? Please reply I invite you to discussion and scientific cooperation Best wishes

The above discussion inspired me to the following considerations:

Do the analyzes of information downloaded from the Internet and collected in Big Data systems help in predicting the future?

Do sentiment analyzes carried out on large collections of information downloaded from the Internet and collected in Big Data database systems help in predicting the future?

In the prediction of the future, sentiment analyzes carried out on large collections of information downloaded from the Internet and collected in Big Data database systems should help.

Do you agree with my opinion on this matter?

In view of the above, I am asking you the following question:

Do the analyzes of information downloaded from the Internet and collected in Big Data systems help in predicting the future?

Please reply

I invite you to the discussion

I described these issues in my publications below:

Article APPLICATION OF DATA BASE SYSTEMS BIG DATA AND BUSINESS INTEL...

Article The Big Data technologies as an important factor of electron...

Article The Technological Solutions Big Data and the Importance of B...

I invite you to discussion and cooperation.

Best wishes

In addition, I suggest the following questions and research problems in the above topic:

Are you familiar with the techniques and goals of satellite information gathering for Big Data analysis?

Are you familiar with the techniques, goals and functions of satellite information gathering for the needs of analyzes carried out on large data sets collected in this way information and collected in Big Data database systems?

Can this type of research help in the analysis of key processes in the field of environmental protection, natural ecosystems and biodiversity? Can this type of research be helpful in accurately identifying complex, multifaceted progressive processes regarding:

- changes in environmental pollution diagnosed in specific areas of the globe?

- precise diagnosis and analysis of the effects of progressive processes of undertakings undertaken in the field of environmental protection, natural ecosystems and biodiversity?

- observation, data collection, investigation and analysis of the ongoing greenhouse gas emission process?

- observation, data collection, investigation and analysis of the ongoing global warming process and the study of the effects of this process diagnosed in specific areas of the globe?

- data collection that could help in forecasting more and more frequently occurring weather anomalies, climate disasters?

- data collection that could help in predicting further natural disasters, for example, developing viral, fungal, bacterial and insect diseases and other pests in areas of arable land?

In my opinion, currently developed techniques of satellite information gathering for the needs of analyzes conducted on large data sets carried out in Big Data database systems may be helpful in the above-mentioned research topics. What other research topics can be implemented in support of satellite information gathering for the needs of analyzes carried out on large data sets made in Big Data database systems?

Do you agree with my opinion on this matter?

In view of the above, I am asking you the following question:

Are you familiar with the techniques and goals of satellite information gathering for Big Data analysis?

Please reply

I invite you to the discussion

Best wishes

In the context of the above considerations, I also propose the following research problem:

Is technological progress contributing to the improvement of techniques for conducting forecasts of future processes?

Does the technological progress in the field of advanced data processing contribute to the improvement of techniques for conducting forecasts of future processes?

Yes, if you have advanced research tools that help in carrying out prognostic analyzes. For example, tools that allow you to conduct sentiment analyzes on large collections of information downloaded from the Internet and collected in Big Data database systems. If this type of analytics merges with advanced information processing instruments on Business Intelligence analytical platforms, then it is possible to build accurate research tools that enable to carry out precisely completed prediction analyzes of predicted processes for subsequent periods in the future.

Do you agree with my opinion on this matter?

In view of the above, I am asking you the following question:

Is technological progress contributing to the improvement of techniques for conducting forecasts of future processes?

Please reply

I invite you to the discussion

Thank you very much for your response and participation in the discussion

Dear Colleagues and Friends from RG

The key aspects and determinants of applications of data processing technologies in Big Data database systems for predicting future processes are described in the following publications:

Article APPLICATION OF DATA BASE SYSTEMS BIG DATA AND BUSINESS INTEL...

Article The Big Data technologies as an important factor of electron...

Article The Technological Solutions Big Data and the Importance of B...

I invite you to discussion and cooperation.

Best wishes

Big Data has been studied for many researches from Operations Management Area. Is one of the most emergent research topic in Operations and Supply Chain

Dear Friends and Colleagues of RG

Exchange the topics of research and analysis carried out on you with large collections of information, which can be used to increase the efficiency of research processes using computerized database systems built on Big Data platforms. In addition, analytics conducted on IT Business Intelligence platforms are used in some of such analytical processes.

Such topics of research and analysis conducted on large collections of information using Big Data database technology include:

- observation and analysis of chemical composition, light, issued sounds from billions of galaxies, planetary systems, stars, exoplanets, etc.,

- analysis of the composition of full genomes, genetic makeup and chromosomal information for specific species of life, including animals, plants, fungi, microbes; besides, also the analysis of the full composition of the human genome,

- analysis and prediction of atmospheric phenomena, climate changes in correlation with the change of seismic activity, water currents in the oceans, cyclically changing solar activity, increasing in a given area of ​​the condition and nature of environmental pollution,

- statistical and prognostic analysis of economic development, economic and financial situation of specific business entities, enterprises, companies, institutions, markets and entire national economies,

- analysis of the repayment of investment, consumer, mortgage and other loans, including the analysis of creditworthiness and financial credibility of business entities representing specific industries, sectors of the national economy,

- analysis of credit risk accepted in commercial banks at central banks and financial institutions 'supervision institutions, analysis of commercial banks' credit policies from the point of view of monetary policy of central banking,

- prognosis analysis of the situation on financial markets, including capital markets, stock exchanges,

- prediction of changes in the supply of electricity in the following days, weeks, months and years,

- analysis of the progressing pollution of the natural environment, including soil pollution, surface water, air, seas and oceans, growing unsorted and non-biodegradable waste landfills, including especially toxic waste, which are often illegally removed from the production processes of specific enterprises,

- analysis of the progressing process of greenhouse gas emissions from various sources, ie civilization and natural sciences, prognostic analysis of the trends of the ongoing global warming process and forecast of the trends of these processes in the following years.

In view of the above, I am asking you the following question:

What else do you know about research topics and analyzes conducted on large information collections using Big Data database systems?

Please reply

I invite you to the discussion

Thank you very much

Best wishes

Also, we can use a Big data approach for Educational Data Mining and Learning analytics that allow to predict student behavior, learning patterns cognition, motivation in e-learning platforms, etc. Coursera is a popular MOOC that have many students in several courses and generate daily a huge amount of educational data. In this context is very necessary to define an architecture of software based on NoSQL database and Big Data processing.

I propose the following proposal for a research topic in this area:

Does the digitization and access to knowledge resources on the Internet create new categories of information security risk?

Does digitizing and making available on the Internet full knowledge and achievements of science create new categories of information security risk, new concepts of information security management processes on the Internet?

Digitizing full knowledge and achievements of science by providing knowledge bases on the Internet create new categories of information security risk on the Internet. In this way, new concepts of information security management processes are being developed on the Internet. One of the key aspects of managing the risk of information security on the Internet is the improvement of computerized security instruments for large collections of information collected in Big Data database systems. Over the next few years, the issue of risk management of information collected in Big Data database systems and knowledge bases made available on the Internet, information contained on internet information portals and social media portals will become a key problem of analyzing the development of cybercrime and improving cyber security instruments.

Do you agree with my opinion on this matter?

In view of the above, I am asking you the following question:

Does digitizing and making available on the Internet full knowledge and achievements of science create new categories of information security risk?

Please reply

I invite you to the discussion

Thank you very much

Dear Colleagues and Friends from RG

The issues of information security contained in Big Data database systems, information available on the Internet on information portals and social media portals, I described in the publications:

Article APPLICATION OF DATA BASE SYSTEMS BIG DATA AND BUSINESS INTEL...

Article THE QUESTION OF THE SECURITY OF FACILITATING, COLLECTING AND...

Article The Big Data technologies as an important factor of electron...

Article The Technological Solutions Big Data and the Importance of B...

I invite you to discussion and cooperation.

Best wishes

Can Big Data Analytics help in scientific research of the SARS-CoV-2 Coronavirus pandemic, the effects of a pandemic, development of effective treatment methods, analysis of the economic crisis, etc.?

The development of the SARS-CoV-2 coronavirus pandemic that causes Covid-19 disease is now one of humanity's biggest problems. In the laboratories of virology research centers, in medical research laboratories various treatment methods are tested and many research teams are working on the invention of the SARS-CoV-2 Coronavirus vaccine. SARS-CoV-2 coronavirus causing Covid-19 disease, like many other types of virus, quickly mutates. New strains with a slightly different genetic composition are constantly being created. As you read my comment, new mutant strains of Coronavirus are emerging. However, most of the new, mutant strains of Coronavirus do not differ much or in practice almost completely do not differ from the previous ones. New strains are created in a short time, but genetically differing only to a very small extent. But in the situation of a much longer time of virus functioning in many people, during infections of many more people, infections occurring in different environments and situations in which people operate, it is possible that different varieties, strains may occur on individual continents, in particular countries, regions Coronavirus, which can vary significantly and cause noticeable, significantly different effects, different responses of the infected organism, and may cause other symptoms of the same Covid-19 disease. Therefore, in laboratories where research teams are currently working on the development and development of a SARS-CoV-2 Coronavirus vaccine. On the other hand, currently, many current economic data indicate that due to the development of the SARS-CoV-2 coronavirus pandemic causing Covid-19 disease, many companies, enterprises suspend operations or entrepreneurs are closing their companies and service facilities in an increasing number of sectors and industries. Therefore, currently (April 2020) economic growth is slowing down in many countries. Current estimates show that in 2020, the global economy will probably slow down its growth by several percent. compared to the previous year. Another issue is the increase in the rate of digitization of the economy. Due to the development of the SARS-CoV-2 Coronavirus pandemic causing Covid-19 disease, the processes of digitization of the economy have accelerated. Currently (April 2020), in many industries and sectors, more and more companies are developing their activities via the Internet, remotely providing their services and selling their products under e-commerce. However, at present, due to the development of the SARS-CoV-2 Coronavirus pandemic, this development, i.e. the development of electronic economy, online and mobile banking, e-commerce, etc. has accelerated strongly. The dynamics of digitization processes in various areas of business entities activity is currently accelerating strongly. The changes are so dynamic that at present it is difficult to predict what the scale of the digitization of the economy will be, not only in a few years but even in a year. It is also associated with many puzzles regarding the development of the SARS-CoV-2 Coronavirus pandemic in the following months and perhaps also years. There are many problems and consequences of the development of the SARS-CoV-2 Coronavirus pandemic, which will be solved and scientifically explained for many months and maybe years.

In connection with the above, I ask the following question:

Can Big Data Analytics help in scientific research of the SARS-CoV-2 Coronavirus pandemic, the effects of a pandemic, development of effective treatment methods, analysis of the economic crisis, etc.?

What is your opinion on this topic?

Please reply.

I invite you to discussion and scientific cooperation.

Thank you very much.

Regards.

Dariusz Prokopowicz

Security and Integrity re: BIG DATA

Hello to everyone, Dear Colleagues and Friends from RG, Thank you very much for participating in this discussion. The SARS-CoV-2 coronavirus pandemic (causing the Covid-19 disease) has accelerated the digitization of the economy. The importance and application of analytics conducted over the Internet and / or using data downloaded from the Internet is also growing. An example may be sentiment analysis carried out on data downloaded from the Internet, carried out on Big Data Analytics platforms, which is an additional research instrument for market research and marketing research as an additional source of data for Business Intelligence analyzes. However, the growing importance of the aforementioned analytics does not have to be related only to commercial and business applications. This type of analytics can be used as an additional research tool in predictive analyzes of the development of specific complex processes, e.g. climate, geological, natural, social, demographic, macroeconomic, etc. Therefore, it is also possible to use this type of analytics as an additional research instrument in the processes of predictive analyzes of the future development of the SARS-CoV-2 coronavirus pandemic.

In view of the above, what are the currently known applications of Big Data Analytics and / or Business intelligence in the processes of predictive analysis of the future development of the SARS-CoV-2 coronavirus pandemic?

What's your opinion on this topic?

I am asking for an answer and invite you to the discussion,

Thank you very much and best regards,

Dariusz Prokopowicz

Finance

Dear Reema Ahmad, Jiří Kroc, Masab Ahmad, Guilherme Frederico, Orlando Grabiel Toledano Lopez, Sachin Suknunan, Sule Akkoyunlu, Thank you for participating in this discussion and providing inspiring and informative responses. Thank you for the proposed interesting issues in the field Big Data research and analysis. This discussion confirms the importance of the above-mentioned issues and the legitimacy of developing scientific research in the subject Big Data research and analysis. I also believe that analytics based on Big Data Analytics is currently one of the rapidly developing technologies for processing large data sets included in the Industry 4.0 group. Best wishes, Have a nice day,

Dariusz Prokopowicz

The above discussion inspired me to consider the following: Can analytics based on Big Data Analytics be and is used in predictive analyzes of the development of the SARS-CoV-2 (Covid-19) coronavirus pandemic?

What do you think about it? Regards, have a nice day,

Dariusz Prokopowicz

Darius Sir, is right. I do agree that Big Data Analytics concept must be utilized for SARS-cov2 pandemic as well mainly for health system research and improvement of surveillance systems for better containment of the pandemic.

Dear Sumanta Chakraborty, Thank you very much for participating in this discussion. This discussion shows the growing importance of the issue Big Data research and analysis.

Thank you very much and best regards, Have a nice day,

Dariusz Prokopowicz

One of the currently developed applications of Big Data Analytics is the use of this technology in combination with some selected Industry 4.0 technologies in the field of improving the processes of forecasting the development of trends in the future of complex, multi-faceted climatic, natural, social, economic and also pandemic processes. The increase in the use of Big Data Analytics analytical and database technology in forecasting pandemic trends results from the need to analyze the determinants of the development of the SARS-CoV-2 (Covid-19) coronavirus pandemic and to improve crisis management and anti-pandemic risk management.

Regards,

Dariusz Prokopowicz

The main areas of research include Optimization, Virtualization, security, adoption, and usability.