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 industry trend


FQP 2.0: Industry Trend Analysis via Hierarchical Financial Data

Zhu, Hongyin

arXiv.org Artificial Intelligence

Analyzing trends across industries is critical to maintaining a healthy and stable economy. Previous research has mainly analyzed official statistics, which are more accurate but not necessarily real-time. In this paper, we propose a method for analyzing industry trends using stock market data. The difficulty of this task is that the raw data is relatively noisy, which affects the accuracy of statistical analysis. In addition, textual data for industry analysis needs to be better understood through language models. For this reason, we introduce the method of industry trend analysis from two perspectives of explicit analysis and implicit analysis. For the explicit analysis, we introduce a hierarchical data (industry and listed company) analysis method to reduce the impact of noise. For implicit analysis, we further pre-train GPT-2 to analyze industry trends with current affairs background as input, making full use of the knowledge learned in the pre-training corpus. We conduct experiments based on the proposed method and achieve good industry trend analysis results.


Artificial Intelligence in Healthcare Sector

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The knowledge report is published by STPI (Software Technology Parks of India), Ministry of Electronics & Information Technology in October, 2022 and has been prepared based on the guidance of STPIs CoEs like Neuron (Mohali), Image (Hyderabad), MedTech (Lucknow), and AIC STPI (Bengaluru) which focuses on delivering healthcare services through AI. The report is the result of in-depth market research and consultation conducted by Praxian Global Private Ltd who has been supported by the STPI. The report highlights the industry trends, enablers & inhibitors, policy & regulatory status and through these create a better understanding of the AI applications in healthcare and thereby encourage AI innovations. AI in healthcare in India can be a game-changer in multiple ways. It can make healthcare services affordable and available at remotest areas and bring in more efficiency in areas where it already exists.


How Artificial Intelligence is Reshaping the IT Industry

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Artificial Intelligence (AI) has impacted almost every industry existing today. From education to gaming, it has joined almost every digital operation to automate them as much as possible. The reason behind such increasing expansion of the adaptation of Artificial Intelligence in IT industry operations can be accurate and cost reductions. A Statista report says, by 2024, the global AI market can reach a threshold of half a trillion USD. In another report published by Statista itself, you will find that IBM has the most number of ML and AI patents by November 2020.


Artificial Intelligence Market Report 2021, Industry Trends, Segmentation, Key Players, Technology and Forecast to 2026

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In 5 years, these jobs will be all but obsolete

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If you are looking to make a career move or are seeing a rapid decline in your current industry, it's vital to continually look to the future for job security. Some specific sectors and industries are rapidly growing with our economy, yet many others will quickly die with a dismal future ahead. During the pandemic, many workers found out their jobs were not considered "essential" by the government, and they were forced to either work from home or were laid off. One of the most frustrating aspects of the virus was it seemed to come out of nowhere, and there was very little we could do to have been prepared for it ahead of time. Due to market volatility and the quickly changing job industries, it's essential to evaluate your current or future career's health before deciding to make any substantial life changes.


Axtria CEO Talks Life Sciences Commercial Excellence in "Ask Jassi"

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Axtria's President and CEO addresses life sciences stakeholders, emerging industry trends, the future landscape, and more through a series of focused, bite-sized videos Axtria, a global leader in cloud software and data analytics for the life sciences commercial business, is excited to announce a series of opinionated videos from President and CEO Jassi Chadha. Through these messages, Jassi answers some of the unique questions which life sciences commercial organizations face. These videos are available under the "Ask Jassi" series on Axtria's website. Recommended AI News: Opinion: Young Jamaican's Invention Could Help Tackle Spread of Viruses Like COVID-19 As a pioneer in strategic guidance and organizational operations, Jassi works closely with senior executives of global life sciences giants. Over the years, the industry has continuously recognized Jassi for his leadership and entrepreneurial achievements.


The AI-enabled trends in healthcare to look out for in 2019 The MSP Hub

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Indeed, most people working in healthcare believe it is a sector that will benefit most from AI technologies. In addition to innovations such as AI-assisted robotic surgery, cloud technology is already being used to back up documents and photos. However, AI data analysis comes with its own challenges, due to ethical concerns regarding a huge number of legacy systems containing highly sensitive data. Despite this, healthcare industry trends prove that AI has a valuable role to play. It can improve quality of care, reduce costs and speed up procedures.


How Changing Consumer Technology Brought Plnar's Legacy to Life

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The capabilities of consumer technology have changed rapidly, opening up opportunities for new advances in simple-to-use AR technology. Putting the power of AR and AI in the hands of everyday consumers can have a huge impact on how we navigate both daily life and unusual events. In part 2 of our interview with plnar CTO Dan Jovanovic, we discuss how he stays inspired to innovate plnar's platform and where he sees technological advances intersecting with his vision for the company's future. Your background suggests you are a lifelong learner and innovator--where do you look for inspiration? I try staying stay abreast of all the technical changes that are happening by reading all the current technical papers and keeping my eyes open to what's new and changing.


AI Products: Should You Build or Buy?

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A McKinsey survey reports that nearly 50 percent of firms have fully adopted AI, while an additional 30 percent have implemented AI pilot programs. AI is gaining prominence in advancing areas, creating new business values across different industries. The increasing benefits of AI adoption have changed the equation from if to when and how as AI has become embedded across multiple sectors and operations. With AI proving to be the new imperative in business, the question is: to build or to buy? In 2019, more than 40 percent of organizations will use AI to automate their businesses.


Oil and Gas Industry Trends of 2020 Oil and Gas

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Businesses in the oil and gas arena have been able to use a wide variety of technological products and solutions. Along with oil and gas software, the field has started using drones, electronic monitoring, internet of things (IoT), data analysis tools, and artificial intelligence. All of these origins of technology have become a discovery in the oil and gas industry in recent years. With the combination of this technology, many oil and gas companies have been able to reach their composition goals and improve their overall facilities management services. Technology, alongside oil and gas software solutions, has been able to help companies increase their safety measures.