Category Archives: Human Behavior

Applications of Machine Learning in the Life Sciences Industry – GlobeNewswire

Dublin, Jan. 10, 2020 (GLOBE NEWSWIRE) -- The "Machine Learning in the Life Sciences" report has been added to ResearchAndMarkets.com's offering.

Artificial intelligence (AI) is a term used to identify a scientific field that covers the creation of machines (e.g., robots) as well as computer hardware and software aimed at reproducing wholly or in part the intelligent behavior of human beings. AI is considered a branch of cognitive computing, a term that refers to systems able to learn, reason, and interact with humans. Cognitive computing is a combination of computer science and cognitive science.

Artificial intelligence covers various aspects of human behavior including creativity, planning and scheduling, reasoning, imaging, writing, learning, auditing, and natural language processing. The concept of artificial intelligence, however, is in continuous evolution. In fact, once the use of machines with specific smart features becomes widespread, new systems with even more advanced capabilities are developed. By enhancing equipment functionality and productivity, AI is revolutionizing virtually every sector, from research and development to manufacturing and services.

The Report Includes:

Key Topics Covered:

Technology Highlights and Market Outlook

List of TablesTable 1: Applications of Machine Learning in the Life Sciences, by FieldTable 2: Global Market for the Applications of Machine Learning in the Quantum Computing, by Country/Region, Through 2024Table 3: Current and Emerging Trends in the Applications of Machine Learning in the Life Sciences, by FieldTable 4: Global Market for the Applications of Machine Learning in the Life Sciences, by Country/Region, Through 2024

List of FiguresFigure 1: Global Market Shares for the Applications of Machine Learning in the Quantum Computing, by Country/Region, 2024Figure 2: Global Market Shares for the Applications of Machine Learning in the Life Sciences, by Country/Region, 2024

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Eye Tracking Market Worth $1,786 Million by 2025 – Exclusive Report by MarketsandMarkets – PRNewswire

CHICAGO, Jan. 6, 2020 /PRNewswire/ -- According to the new market research report "Eye Tracking Market by Offering (Hardware, Software, and Services), Tracking Type (Remote and Mobile), Application (Assistive Communication, Human Behavior & Market Research,), Vertical, and Geography - Global Forecast to 2025", published by MarketsandMarkets, the Eye Tracking Market is expected to grow from USD 560 million in 2020 to USD 1,786 million by 2025; it is expected to grow at a CAGR of 26.1% from 2020 to 2025. The high demand for eye trackers in the healthcare vertical, especially for the assistive communication application is one of the key driving factors for the eye tracking market. The increasing penetration of eye tracking technology in the consumer electronics vertical, and high demand for eye trackers for personalized advertisements and consumer research purposes are a few other key factors having a positive impact on the growth of the eye tracking market.

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Remote eye tracking segment to hold largest share of eye tracking market, by tracking type, in 2020

The remote eye tracking segment will lead the eye tracking market, by tracking type, in terms of size, by 2020. The leading position of this segment can be attributed to the high demand for remote eye trackers for assistive communication and human behavior & market research applications, especially in healthcare, research, and retail verticals.

Market for automotive & transportation vertical to grow at highest CAGR during forecast period

The eye tracking market for the automotive & transportation vertical is expected to witness the highest growth during the forecast period. Rise in the adoption of eye tracking technology in the automotive & transportation vertical for integration in driver monitoring systems is the major reason for the high growth of this vertical in the eye tracking market. Eye tracking technology is considered as an effective technology to detect drowsy or distracted drivers due to which this technology is increasingly being integrated into driver monitoring systems. The healthcare & research labs vertical is expected to dominate the eye tracking market, in terms of size, during the forecast period.

North America to hold largest share of eye tracking market by 2020

North America is expected to hold the largest share of the eye tracking market by 2020. The US and Canada are the key countries contributing to the growth of the eye tracking market in North America. Europe is expected to account for the second-largest share of the eye tracking market during the forecast period. The UK and Germany are significant demand-generating countries for eye tracking technology-based products and services in this region.

Browsein-depth TOC on"Eye Tracking Market"

110 Tables59 Figures172 Pages

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A few key players operating in the eye tracking market are Tobii (Sweden), EyeTracking (US), SR Research (Canada), Seeing Machines (Australia), PRS IN VIVO (France), Smart Eye (Sweden), EyeTech Digital Systems (US), LC Technologies (US), Ergoneers (Germany), ISCAN (US), iMotions (Denmark), and Lumen Research (UK).

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Gesture Recognition and Touchless Sensing Marketby Technology (Touch-based and Touchless), Product (Sanitary Equipment, Touchless Biometric), Industry, and Geography - Global Forecast to 2022

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Our 850 fulltime analyst and SMEs at MarketsandMarkets are tracking global high growth markets following the "Growth Engagement Model GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.

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Similarities between humans and chimpanzees include the ability to teach, F&M researchers say – LancasterOnline

Digging for termites also referred to as termite fishing is an important task for chimpanzees looking for a tasty snack.

But learning how to fashion the right tools and master the best techniques can be difficult for a young chimp.

Thankfully, theres help.

According to a new study co-authored by researchers at Franklin & Marshall College in addition to Washington University in St. Louis and the University of Miami, expert diggers often teach young, inexperienced chimpanzees how to harvest termites in areas where its especially difficult.

What we found is that where termite fishing is more complex and hard to learn mothers are demonstrably more willing to share with their kids essentially to help their kids learn, F&M associate professor of psychology Elizabeth Lonsdorf said.

The research, published last month in the Proceedings of the National Academy of Sciences, sheds light on how these important traditions are passed on and hints at the evolutionary origins of complex cultural abilities in humans.

Researchers, including Lonsdorf and 2015 F&M graduate Madison Prestipino, studied chimpanzee communities in the Goualougo Triangle, Republic of Congo, and Gombe, Tanzania. Both chimpanzee communities had different ways of harvesting termites, and with that came varied levels of difficulty just like you and I eat rice with a fork and our Asian friends eat it with chop sticks, Lonsdorf said.

In Republic of Congo, where termite fishing is more complex, mothers were more likely to help by giving their offspring their digging tool or even splitting it in half so both could simultaneously dig.

In Tanzania, mothers were more likely to reject their offspring, sometimes even throwing up an elbow or swatting at their babies when asked for their tool.

The research shows chimpanzees not only have the ability to teach, they modify their helpfulness depending on the complexity of the task.

By observing this behavior, Lonsdorf said, we get an understanding of how information is handed down through generations. Its similar to the way human culture has evolved, Lonsdorf said.

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Humans, she said, arent the only animals capable of teaching, she said.

Prestipino called the research opportunity incredible.

Attending F&M and becoming involved in research like this really prepared me for success in the field of non-human primate research, she said.

Prestipino now works at a non-human primate research lab at the University of Pennsylvania.

Chimpanzee Study by Alex Geli on Scribd

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Similarities between humans and chimpanzees include the ability to teach, F&M researchers say - LancasterOnline

How To Make Good Habits And Achieve Your Goals Without Giving Up On Yourself Or Your New Year’s Resolutions – YourTango

Make these habits yours.

ByLizzy Francis

A new exercise regime. A hardcore diet. A vow to never, ever smoke another cigarette. A draconian organizational system for ones home.

These are common New Years resolutions made and, inevitably, given up on within a few weeks, if not months, into the New Year.

RELATED:Practice These 3 Daily Habits To Help Manifest Even Your Biggest Dreams

At least thats what Dr. BJ Fogg, a social science research associate at Stanford and author, found in his own work studying how people can create real, sustainable, and healthy, and good habits, and shed bad habits in the past.

When Dr. Fogg received his doctorate in experimental psychology, he was largely focused on how people can use tech to better their lives. But at some point, he felt he had contributed all he could to teach and that human behavior good, bad, healthy, or unhealthy would be his next mountain to tackle.

During his research, he came across a surprising discovery: the smallest, tiniest habits are the ones that can radically change a persons life.

It was only when people set extremely lofty goals like running a marathon at the end of the year or completely changing how they parent their children that they failed and dug themselves deeper into a de-motivation hole that made it even harder to enact positive changes in their own lives.

So, to help Dr. Fogg started a program called Tiny Habits and has coached some 60,000 people by changing their habits through smart, small change.

His new book, Tiny Habits: The Small Changes That Change Everything, distills his finding and methodology into a genuinely useful guide for those who want to change.

Fatherly spoke to Dr. Fogg about how to really, actually set a new habit that will stick beyond the fading resolve of the New Years Resolution as well as the most common habits he sees parents wanting and needing to change.

So what does it take to really hone a new habit?

There are three components that comprise every behavior: motivation, ability, and prompt. When those things come together, something amazing happens, and if youre missing one, it doesnt. And its really that simple.

With that model, then, at least the graphical version in the book with the curved lines, you can see theres a relationship between motivation and ability. So if something is really hard to do, you have to have high motivation for it to happen, and when motivation drops, you wont.

On the flip side, if its really easy to do, your motivation will be low. That intrigued me.

I looked at the drawing of my own model and realized that it means that if I want to create a new habit and I make it really, really simple, then my swings in motivation wont derail [my habit formation.]

Okay.

I started doing it in my own life. I decided Id floss one tooth, not all my teeth. I said Id pour a glass of water, not drink a glass of water. By going radically tiny, it was like, great.

I can be busy or stressed out or not wanting to do it very much and I can still floss one tooth. I can still pour one glass of water. I can still do two push-ups.

So just say I want to read more books in 2020. What do I do?

Take whatever habit you want and make it radically tiny. Scale it back: set the intention to read a paragraph, not a chapter. If its not flossing all my teeth, its one tooth. Its not pay all my bills, its get my bills out and put them on the table.

And so, in tiny habits, you just scale it back to make it so easy. So then its not at all a willpower or motivation issue.

Then you ask, whats going to remind me to do this? What routine do you already do that you can anchor the new habit to?

For reading, it can come after I sit down on the bus. Thats when I open my book and read a paragraph.

Neither one of those things is about motivation. And then the feeling of success. Its really those three things together the anchor; making the behavior tiny;and the celebration. All of those are hacks, unconventionally.

When I figured out over time was that if you bring those three hacks together, you can create habits really fast. It just feels different than if you have the right pieces put together.

Is the idea that by telling myself Im just going to read one paragraph, or floss one tooth, that it will be really easy for me to go above and beyond that set goal?

It can go either way. You can do more if you want. Extra-credit would be flossing all my teeth. But, even years later, you dont raise the bar on yourself. The habit is still just one tooth.

I actually floss all my teeth twice a day. I used to not floss, Id go to the dentist, Id get chewed out. But even now, if Im in a massive hurry, I will still grab the floss, floss one tooth and say, Yeah. I got it done. And run out to the car.

So what you dont do is continue to raise the bar, like, I did two push-ups. Now I have to do 5. You can do more, but its not a requirement.

The habit is always tiny. You keep it at a level where you can always succeed. And when you do more, and you will do more, naturally, you think of that as extra credit.

Youre the kind of person who goes above and beyond. That has really good effects on you.

RELATED:Doing These 10 Things Before 10 A.M. Can Seriously Improve Your Health

And then if you dont, you did what you said you were going to do.

Really. Let me build on that.

When you say, Man, I did what I said I was going to do and I overachieved, then you start seeing yourself as the person who does what they said they were going to do. That ripples out to other aspects of your life.

Theres an identity shift that happens from succeeding on tiny things and that identity shift has a massive impact.

So what do you think about the word goals?I havent heard you say it yet in this interview. Like, My goal is to be neater.

Goal setting scares people and it makes them feel unsuccessful. So instead of using the word "goal," I talk about aspirations and outcomes.The word goal, I think, is tainted, but you could have people set a goal without using that word.

Sitting down with your spouse and agreeing on an outcome that you want is essentially setting a goal. But its not bringing it all the baggage that people have around it.

Im a bigger fan of just aspirations: I want to eat better.What are the behaviors I can do that will help me eat better? So its not really a specific goal its just a general dream, wish, or hope, and then you come up with behaviors like Ill pack a lunch every day. Ill eat blueberries for breakfast.

So, getting clear on what you want is really important. But I dont think that you have to call it a goal or fall into the trap of setting this really high goal for yourself and then failing. Thats what I want people to avoid.

Right. And I feel like this approach to new habits is actually workable for parents who cant really meaningfully overhaul their whole life, or set a hard goal that would get totally derailed by the complications of life.

Its complicated.

Right. Clean-eating for 30 days is unworkable. But having one more serving of vegetables a day seems pretty doable.

I did a bunch of interviews with nurses and stressed out hospital workers and the big takeaway for me was that they were so stressed, and so tapped out, that tiny habit was the only way they could change. They could not do big things.

The crazier your life, the more tapped out you are, the more tiny habits are appropriate for you. So, for parents, this tracks really closely. They cant do the big overhauls like you see on TV. They watch it, but they cant do it. And thats bad because it just sets them up to feel terrible.

The other stuff, you may see good commercials and tv shows and emails about the other stuff but its not going to happen for you, realistically.

You have done a lot of work, including long-term workshops, with people who would love to commit to new habits and potentially change their lives. What are a few things that you commonly see parents dealing with, that they want to change?

I assumed it was all going to be about weight loss, but what did emerge for parents is that the number one concern in one of the studies was about financial security.

In another one, parents responded,I want to prepare my child for the real world. I dont even know how we came up with that phrase! but we tested it against other things like, I want to reduce stress, or advance my career.

For parents, that aspiration of preparing their kid for the real world that was number one.

Were there other things that concerned parents?

Tidiness around the home is a big issue. There are these tiny habits for tininess they can do, like, after I start the coffee maker I will put away one thing in the kitchen.Just one thing. And if you want to do more, great. But you dont have to.

And guess what? Often, they do more. There are habits around putting away technology and really engaging with your child.

So, after I arrive home from work, I will charge my phone out of sight in the mudroom or the entryway and Ill leave it there. So, you just leave it and dont charge it.

There are also mantras. After my child frustrates me, I will say to myself, My son is doing the best he can. Nobody tries to screw up. So just the internal mantra, to have some empathy. Theres a host of those.

In the appendix of tiny habits, I pulled together, with input from some experts, some tiny habits for dads who work from home.

Okay. So theres a big difference between maintaining a neat home or leaving a phone by the front door and, you know, financial stability. How, in your view, can financial stability be achieved through tiny habits?

First and foremost, families need an emergency fund between 300 and 500 dollars. You need a rainy day fund for emergencies that you do not touch unless its truly an emergency.

There are a bunch of different ways to get there. It could be that: every day when we come home from work, well put our change in this jar. Every time a friend wants to go get a coffee, for three months, well say, Im not doing Starbucks right now, but thanks for the invitation. And then we take that money and we put it in an emergency fund.

Right. You cant latte your way to being able to afford a house.

But you can have a better cushion if an emergency happens.

Right.

But you can do that to achieve a near-term outcome; of 300 to 500 dollars, for sure.

RELATED:9 Daily Habits That Will Make You Healthier In 5 Minutes Or Less

Lizzy Francis is a writer who focuses on parenting, college, life, relationships, and responsibilities.

This article was originally published at Fatherly. Reprinted with permission from the author.

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How To Make Good Habits And Achieve Your Goals Without Giving Up On Yourself Or Your New Year's Resolutions - YourTango

Martin del Rosario, Mystified among winners of the 24th Asian Television Awards – Philippine Entertainment Portal

Martin del Rosario and the digital movie Mystified were among the winners honored at the 24th Asian Television Awards.

The Asian TV Awards 2020 was held last night, January 11, at the Newport Theater at Resorts World Manila.

Martin, the lead star of Born Beautiful, accepted the award for Best Leading Male Performance Digital.

Meanwhile, Karylle and Diana Zubiri represented Mystified when it won in the Best Single Drama or Telemovie category.

GMA-7's Barangay 143 was another entry from the Philippines that won in its category.

Performed by Kris Lawrence and Krizza Neri, the song "Alanganin" won in the Best Theme Song category.

This animated show was produced by Synergy 88 Entertainment and GMA Network.

Filipino businessman Manny Pangilinan was the recipient of the Award For Outstanding Contribution to Asian Television during the Asian Television Awards 2020.

He was unable to personally receive his trophy but he did mention the intense network war in the Philippines in his acceptance speech.

His speech was read by TV5 president and CEO Jane Basas.

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Pangilinan's speech goes: "It is a validation for a journey thatabout a decade agomany thought as foolish to embark.

"We invested as a third player in a two-network town at the crux of unpredictable and rapid seismic changes in content creation, consumption, and human behavior.

"It would not have been a worthwhile adventure though if we did not have moments of trepidation."

When Pangilinan used the phrase "two-network town," the TV5 chairman was referring to the two biggest networks in the Philippines: ABS-CBN and GMA-7.

This marks the first time that the Asian Television Awards was hosted by the Philippines since its founding in 1996.

Pinoy actor Mark Neumann served as one of the hosts along with ANCs Cathy Yang as well as Thai actress Ase Wang and Singapore media personality Wallace Ang.

On January 12, a concert will close the 24th Asian TV Awards 2020. The Sundown concert will take place at the Newport Theater at Resorts World Manila.

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The performers include Indonesia-born recording artist and Asias Got Talent judge Anggun, K-pop girl group Cherry Bullet, and Vietnamese singer Hoang Yen Chibi. Pinoy artists included in the lineup are Martin Nievera, Gab and Kiana Valenciano, Jona, Morisette, Kris Lawrence, and 4th Impact.

Launched in 1996, Asian Television Awards aims to recognize excellence in programming, production and performances.

Determined by an expert panel of more than 50 judges from across the region, the results are then tabulated, with the winners only announced during the awarding ceremony which featured 60 categories.

Here are the winners of the 24th Asian TV Awards:

Best Actor in a Leading Role: William Hsieh for First Love

Best Actress in a Leading Role: Tisanart Sornsuek of True Life of a Drama Queen

Best Direction (Fiction): Jeevan Nathan of Avenue 14

Cable/Satellite Network of the Year: Line Company Thailand

Terrestrial Broadcaster of the Year: China Global Television

Best Host / Presenter Digital: Panirin Tumwattana of Little Nirin

Best Entertainment Presenter/Host: Alana Nichols of Follow Alana

Award For Outstanding Contribution to Asian Television: Manny Pangilinan

Best Adaption of an Existing Format: Masterchef Junior Thailand Season 1

Best Reality Show: My Kitchen Rules Australia

Award for Outstanding Contribution to Asian Television Performing Arts: Anggun

Best Original Digital Drama Series: The Deadline

Best Digital Fiction Programme/Series: Social Syndrome

Best Leading Male Performance Digital: Martin del Rosario for Born Beautiful

Best Leading Female Performance Digital: Chanya McClory for The Deadline

Best Actor in a Supporting Role: Attaphan Poonsawat of The Gifted

Best Actress in Supporting Role: Anyarin Terethananpat of Loop of Vengeance

Best Single Drama or Telemovie: Mystified

Best Drama Series: Skycastle

Best Theme Song: "Alanganin" by Kris Lawrence and Krizza Neri for Barangay 143

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Martin del Rosario won for his role in Born Beautiful

PHOTO: Mark Atienza

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Martin del Rosario, Mystified among winners of the 24th Asian Television Awards - Philippine Entertainment Portal

A unique brain signal may be the key to human intelligence – Big Think

Though progress is being made, our brains remain organs of many mysteries. Among these are the exact workings of neurons, with some 86 billion of them in the human brain. Neurons are interconnected in complicated, labyrinthine networks across which they exchange information in the form of electrical signals. We know that signals exit an individual neuron through a fiber called an axon, and also that signals are received by each neuron through input fibers called dendrites.

Understanding the electrical capabilities of dendrites in particular which, after all, may be receiving signals from countless other neurons at any given moment is fundamental to deciphering neurons' communication. It may surprise you to learn, though, that much of everything we assume about human neurons is based on observations made of rodent dendrites there's just not a lot of fresh, still-functional human brain tissue available for thorough examination.

For a new study published January 3 in the journal Science, however, scientists got a rare chance to explore some neurons from the outer layer of human brains, and they discovered startling dendrite behaviors that may be unique to humans, and may even help explain how our billions of neurons process the massive amount of information they exchange.

Image source: gritsalak karalak/Shutterstock

Electrical signals weaken with distance, and that poses a riddle to those seeking to understand the human brain: Human dendrites are known to be about twice as long as rodent dendrites, which means that a signal traversing a human dendrite could be much weaker arriving at its destination than one traveling a rodent's much shorter dendrite. Says paper co-author biologist Matthew Larkum of Humboldt University in Berlin speaking to LiveScience, "If there was no change in the electrical properties between rodents and people, then that would mean that, in the humans, the same synaptic inputs would be quite a bit less powerful." Chalk up another strike against the value of animal-based human research. The only way this would not be true is if the signals being exchanged in our brains are not the same as those in a rodent. This is exactly what the study's authors found.

The researchers worked with brain tissue sliced for therapeutic reasons from the brains of tumor and epilepsy patients. Neurons were resected from the disproportionately thick layers 2 and 3 of the cerebral cortex, a feature special to humans. In these layers reside incredibly dense neuronal networks.

Without blood-borne oxygen, though, such cells only last only for about two days, so Larkum's lab had no choice but to work around the clock during that period to get the most information from the samples. "You get the tissue very infrequently, so you've just got to work with what's in front of you," says Larkum. The team made holes in dendrites into which they could insert glass pipettes. Through these, they sent ions to stimulate the dendrites, allowing the scientists to observe their electrical behavior.

In rodents, two type of electrical spikes have been observed in dendrites: a short, one-millisecond spike with the introduction of sodium, and spikes that last 50- to 100-times longer in response to calcium.

In the human dendrites, one type of behavior was observed: super-short spikes occurring in rapid succession, one after the other. This suggests to the researchers that human neurons are "distinctly more excitable " than rodent neurons, allowing them to successfully traverse our longer dendrites.

In addition, the human neuronal spikes though they behaved somewhat like rodent spikes prompted by the introduction of sodium were found to be generated by calcium, essentially the opposite of rodents.

Image source: bluebay/Shutterstock

The study also reports a second major finding. Looking to better understand how the brain utilizes these spikes, the team programmed computer models based on their findings. (The brains slices they'd examined could not, of course, be put back together and switched on somehow.)

The scientists constructed virtual neuronal networks, each of whose neurons could could be stimulated at thousands of points along its dendrites, to see how each handled so many input signals. Previous, non-human, research has suggested that neurons add these inputs together, holding onto them until the number of excitatory input signals exceeds the number of inhibitory signals, at which point the neuron fires the sum of them from its axon out into the network.

However, this isn't what Larkum's team observed in their model. Neurons' output was inverse to their inputs: The more excitatory signals they received, the less likely they were to fire off. Each had a seeming "sweet spot" when it came to input strength.

What the researchers believe is going on is that dendrites and neurons may be smarter than previously suspected, processing input information as it arrives. Mayank Mehta of UC Los Angeles, who's not involved in the research, tells LiveScience, "It doesn't look that the cell is just adding things up it's also throwing things away." This could mean each neuron is assessing the value of each signal to the network and discarding "noise." It may also be that different neurons are optimized for different signals and thus tasks.

Much in the way that octopuses distribute decision-making across a decentralized nervous system, the implication of the new research is that, at least in humans, it's not just the neuronal network that's smart, it's all of the individual neurons it contains. This would constitute exactly the kind of computational super-charging one would hope to find somewhere in the amazing human brain.

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A unique brain signal may be the key to human intelligence - Big Think

Rhode Island Hospital Tests mHealth Wearable to Track Eating Habits – mHealthIntelligence.com

January 09, 2020 -A Rhode Island hospital is launching a pilot program to determine whether an mHealth wearable can help users lose weight.

Researchers the The Miriam Hospital, part of the Lifespan Health System, will be using an mHealth device called the Automatic Ingestion Monitor. Developed at the University of Alabama, the AIM attaches to a users eyeglasses and monitors eating habits, including what kinds of foods are eaten, how much, how often and how fast.

Ultimately, we hope that it will be a tool for patients to use to improve their eating habits, says Graham Thomas, PhD, a behavioral scientist at the Providence-based hospitals Weight Control and Diabetes Research Center and an associate professor of psychology and human behavior at Brown University. The information that the AIM collects could be shared with care providers to help them evaluate their progress towards goals for diet and eating, and identify problematic eating behaviors.

Funded by a $2.5 million grant from the National Institutes of Health, the clinical trial aims to test whether telemedicine technology can help care providers remotely monitor the eating habits of patients dealing with weight issues. Armed with that data, providers could conceivably improve care management for a wide range of chronic issues, including obesity, diabetes, heart disease, high blood pressure and even behavioral health concerns.

Alongside Thomas, the study includes researchers at the University of Alabama, Boston University and the University of Colorado.

The key to this particular technology is to learn individual eating behaviors and then attempt to provide personalized feedback to modify those behaviors, said Edward Sazarov, a professor of electrical and computer engineering at the University of Alabama who created the device and is a co-principal investigator with Thomas, in a press release.

The way you eat is as important as what you eat. We are also looking at the rates of ingestion, he added. We want to slow down and be more mindful about our eating. Every person is different in when they eat, what they eat, how much they eat and how long they eat. We use machine learning to create a model of these individual eating patterns. After we learn the individual eating patterns, we see how it can be manipulated by suggesting small changes to reduce the total amount of energy consumed.

The digital health platform captures data from the device and stores it in the users smartphone, where it can be retrieved and viewed by both the user and care providers. The platform can also be programmed to deliver messages to the user about eating behaviors.

Current programs aimed at improving diet and eating behavior largely require the patient to maintain total vigilance of their eating, often requiring them to accurately track how much they are eating, says Thomas, who is recruiting roughly half of the patients for the study. This technology has the potential to relieve much of that burden and provide the patient with more accurate information than they could collect themselves. Having accurate information on ones behavior is critical for making healthy changes to those behaviors.

A key challenge in mHealth studies that use wearables centers on whether the technology is unobtrusive and fits into the users everyday lifestyle. Thomas said this study will focus on the effects of technology on behaviors, while a long-term goal would be to continue making the technology smaller and less noticeable to improve user engagement.

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Rhode Island Hospital Tests mHealth Wearable to Track Eating Habits - mHealthIntelligence.com

Applications of Machine Learning in the Life Sciences Industry – Yahoo Finance

Dublin, Jan. 10, 2020 (GLOBE NEWSWIRE) -- The "Machine Learning in the Life Sciences" report has been added to ResearchAndMarkets.com's offering.

Artificial intelligence (AI) is a term used to identify a scientific field that covers the creation of machines (e.g., robots) as well as computer hardware and software aimed at reproducing wholly or in part the intelligent behavior of human beings. AI is considered a branch of cognitive computing, a term that refers to systems able to learn, reason, and interact with humans. Cognitive computing is a combination of computer science and cognitive science.

Artificial intelligence covers various aspects of human behavior including creativity, planning and scheduling, reasoning, imaging, writing, learning, auditing, and natural language processing. The concept of artificial intelligence, however, is in continuous evolution. In fact, once the use of machines with specific smart features becomes widespread, new systems with even more advanced capabilities are developed. By enhancing equipment functionality and productivity, AI is revolutionizing virtually every sector, from research and development to manufacturing and services.

The Report Includes:

Key Topics Covered:

Technology Highlights and Market Outlook

List of TablesTable 1: Applications of Machine Learning in the Life Sciences, by FieldTable 2: Global Market for the Applications of Machine Learning in the Quantum Computing, by Country/Region, Through 2024Table 3: Current and Emerging Trends in the Applications of Machine Learning in the Life Sciences, by FieldTable 4: Global Market for the Applications of Machine Learning in the Life Sciences, by Country/Region, Through 2024

List of FiguresFigure 1: Global Market Shares for the Applications of Machine Learning in the Quantum Computing, by Country/Region, 2024Figure 2: Global Market Shares for the Applications of Machine Learning in the Life Sciences, by Country/Region, 2024

For more information about this report visit https://www.researchandmarkets.com/r/wd6nbg

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Applications of Machine Learning in the Life Sciences Industry - Yahoo Finance

7 Skills To Help You Close More Business At Your Hotel – Hospitality Net

Master group sales & eventsFor hoteliers selling to groups, understanding the ins and outs of the human mind can be of great benefit. It's not about manipulation; it's about understanding human behavior in a business that is, at its core, a people business.

The objective is to dial into your clients' wants and needs, and then delivering. Think of it as highly attuned Persona Matching: you know your target clients so well that you can predict behavior, influence decisions, cut through the noise and address underlying needs better than the competition. So how can you leverage the psychology of selling to become a true group sales pro? These are the seven skills that will help you close more groups and events at your hotel.

1. Be more observant

2. Ask more questions

With proper deduction skills, you'll avoid the trap of making false assumptions about a particular group or event. Sure, there's a lot to learn from the size of a group, type of the group, and who is planning the event. Yet there's also the risk of making assumptions that lead you astray. When you're asking enough questions, you eliminate assumptions and illuminate the unmet needs.

Questions also give you a path to overcoming objections. You don't just have to guess your prospects' concernsyou can ask them directly! Whether it's in your initial call or via a follow-up email, just ask so you can tackle those concerns head-on while also learning more about your prospect. Then, you can say this to them:

"You told me you were concerned about price, so I crafted three custom packages to offer you the most variety. I think you'll find one that meets your needs at a great price."

When you answer the internal conversations prospects are already having, you appear proactive and trustworthy two qualities that are especially desirable for those organizing events.

3. Listen to the answers

By staying attuned to your clients, you'll be able to connect the dots between what your property offers, what the client needs, and what you can do to make the client's event a success. To be a better listener, do three things:

4. Read body language

5. Use social proof

So, give them the nudge they need to say yes by convincing them that your hotel is the ideal host for their event. Whether at the initial RFP stage, the property walk-around, or at the final contract stage, success lies in emphasizing how your hotel meets their needs. You should provide all the information they need to give them the confidence to say yes.

This confidence is built along the prospect's journey, with each touchpoint an opportunity to position your hotel favorably in the prospect's evaluation. The key is to back up all claims with proof points, so that you can provide social proof that your hotel is as good as you say it is.

For each specific event type (wedding, off-site, etc), update your website, marketing materials, and proposal templates to feature satisfied customers. Put their photos alongside descriptive testimonials that highlight how exceptional their experience was.

Customize your proposal to include only the most relevant testimonials, choosing event types, personalities, and brands that resonate with the prospect's own needs and situation. The right social proof, coupled with compelling copy that highlights your property's bonafides, is the path to conversion.

6. Know your prospect

Remember that people don't always say what they mean or know exactly what they want. When a potential client says one thing, and exhibits behavior that suggest otherwise, it's wise to listen to that intuition. That doesn't mean ignore what they say; it means providing an additional option that may align more with what they actually want but can't verbalize.

Consider a common event type for group sales at hotels: Weddings. You should have a very different approach between building out of a proposal for a couple versus an experienced wedding planner. The couple is likely experiencing wedding planning for the first time and is personally invested in every detail. For them, there's a lot of fear and uncertainty as they plan such a major milestone event. Whereas the event planner has plenty of experience and is likely going to be much more practical and focused on delivering for the clients.

In other words, the planner may focus more on the logical benefits while a couple focuses more on the emotional benefits. It won't always be the case, but the example illustrates the importance of tailoring your approach to your audience. Your hotel's sales process should accommodate these differences and use your knowledge of the audience to strengthen your offering.

7. Tell stories that connect emotion and need

Maya Angelou once said, "People will forget what you said, people will forget what you did but people will never forget how you made them feel." When you focus on emotion or how people feel you're able to tap into a deep well of human connection.

This is especially relevant for group sales, which often involve emotional decisions: the couple getting married, the corporation celebrating a milestone, the family coming together for a reunion. Each of these event types has needs and emotion associated with it; a group sales pro leans right into those to deliver a winning proposal.

Stories are the most effective path to tie the emotion to the need. Stories should show how the prospect feels when fulfilling their needs: the couple that gets a knockout wedding under budget, the corporate events planner that wows executives with an over-the-top event, the cousin that brings together 5 generations for the first (and likely) only time. Tell that story with the prospect as the main character, and you build the scaffolding to close more deals.

Your final checklist for the group sales pro

Want to find the right solution to help you close more business? Read more about the Cendyn Sales Cloud.

Cendyn is the leading innovative cloud software and services provider for the hospitality industry. With a focus on integrated hotel CRM, hotel sales, and revenue strategy technology platforms, Cendyn drives sales, marketing and revenue performance for tens of thousands of hotels across the globe. The Cendyn Hospitality Cloud offers a complete set of software services for the industry, aligning marketing, sales and revenue teams to optimize their strategies and drive performance and loyalty across their business units. With offices in Boca Raton, Atlanta, Boston, San Diego, London, Munich, Singapore, Sydney, Bangkok and Tokyo, Cendyn proudly serves clients in 143 countries, delivering over 1.5 billion data-driven, personalized communications on behalf of their customers every year. For more information on Cendyn, visit http://www.cendyn.com.

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7 Skills To Help You Close More Business At Your Hotel - Hospitality Net

The Next Climate Tech Breakthrough May Have Already Happened, We Just Didn’t Notice – State of the Planet

by Isabelle Seckler|January 10, 2020

Photo: Pixabay

The president of the UN General Assembly says we have only 11 years to prevent irreversible damage to our planet from climate change. Thats a short deadline in which to prevent an existential crisis. The global community is desperate for solutions that prevent further environmental damage and help us adapt to life in a new climate.

To stay within the targeted limit of 1.5 degrees Celsius of warming, scientists insist that we need to reduce the carbon thats already in the atmosphere, in addition to dropping new emissions to net-zero. The goal is to implement carbon dioxide removal strategies that capture carbon from the air and safely store it.

Existing CO2 removal technologies usually mimic natural biogeochemical processes that sequester carbon, or amplify the carbon-capturing qualities of the ocean, forests and sedimentary rocks. One method would fertilize phytoplankton in the ocean to increase the photosynthetic uptake of carbon. Another relies on crushing up carbon-absorbing rocks to increase their surface area, storage potential, and the rate of carbon removal.

Now, more than ever, there is a need for creative solutions, and these examples show that the next breakthroughs in sustainable development wont come from Silicon Valley or scientific labs, but from Mother Nature. We havent paid enough attention to the natural world to recognize that it teems with potential solutions to our problems, hiding in plain sight. We can improve the very infrastructure of our built environment if we mimic certain biochemical and geological processes readily found in the natural environment.

Mother Nature is a master innovator. Her breakthroughs are not revolutionary, but evolutionary. Natural selection is the longest-running research and development project it has lasted 3.8 billion years and counting, to be exact. The traits that survive are the ones that are best adapted to thrive in their specific environment, from sticky gecko feet to water-collecting lotus petals.

The biological world that exists today is efficient, effective and made of the stuff of science fiction: self-regeneration, water resistance, antibacterial materials, incredibly weird methods of movement. Its a world of dynamic innovation that often goes unacknowledged.

Learning about the natural world is one thing. Learning from the natural world thats the switch. Thats the profound switch. Janine Benyus

There is a growing trend of scientists looking toward nature through a new perspective: biomimicry. Essentially, its design innovation that models the natural world. The term was popularized in the 1990s by Janine Benyus, co-founder of the Biomimicry Institute.

The examples are as fascinating as they are absurd. The bullet trains in Japan reach nearly 200 mph thanks to the Kingfisher birds aerodynamic beak. Wind turbines are 20 percent more energy efficient when shaped like humpback whale fins, and termite mounds show architects how to improve building air conditioning systems. Industry giants like Seventh Generation are looking to beetles that spray poison to remake aerosol packaging. Swimsuits constructed like shark skin reduce drag so effectively that they were banned at the Olympics. Medical spaces are even applying the antimicrobial properties of shark skin to create sterile surfaces without producing antibacterial resistance.

New technologies that owe their designs to biological models are highly lucrative. Its estimated that roughly $1.6 trillion of global GDP will come from products and services based on biological design by 2030.

The true value of biomimicry is priceless. Especially if it can be applied to develop carbon-capture technology. One company, Calera, believes that the way corals absorb carbon dioxide into their limestone skeletons can teach us how to capture carbon dioxide from the air and create cement. Imagine living in sustainable cities literally built from repurposed air pollution.

In a recent podcast, biomimicry expert Danya Baumeister explains how biomimicry can help us bolster our climate resiliency. In her eyes, nature is a shining model for how we could make materials that arent harmful and dont require lots of energy how we could build communities and cities in a way that actually gives back to the local ecosystem as opposed to just drains the local ecosystem.

A whole new market niche for sustainable, nature-based designs has opened up in the last few years. Databases like AskNature.org bring the diversity of life to the fingertips of engineers, artists and entrepreneurs. Companies like Biomimicry 3.8 offer biologists and chemists as consultants to reshape the way entire systems function, such as a carpet factory that functions more like a complete ecosystem. With roof gardens and wetlands built into the actual infrastructure of the factory, Biomimicry 3.8 has not only helped carpet manufacturer Interface reduce its environmental impact, but also provide local water purification and carbon sequestration. When the environment benefits, improved human health and worker productivity is soon to follow as well.

Advanced modern tools now allow scientists to analyze more complex systems in the natural world and adapt them for human behaviors. Computer algorithms can now track the ways ants avoid traffic jams on tiny twigs and in tight tunnels, and then project their efficiency onto traffic light systems and road infrastructure. We can improve our lives by mimicking not only the physical forms of nature, but also natures processes at an ecosystem scale.

Biological inspiration is a ray of hope that the global community desperately needs. Public awareness of natures applicability could usher in a new appreciation for the environment at a time when exploitation is at an all-time high. Medicine, food, water and energy systems all derive from nature. Biomimicry can help us shift from just harnessing natures resources to integrating natures already sustainable pathways into society.

Nature is a Rolodex of efficiency, but not every application of biomimicry is necessarily productive for combating climate change. For instance, ant-like traffic systems that save time by streamlining commutes actually enable more cars to move through the same space, thus intensifying the carbon emissions and fuel demands that destroy the environment. We should be conscious that failures are part of the biomimicry process after all, thats how adaptation leads to evolution. The survival of the fittest ideas will ultimately limit inefficiency.

With human spaces overtaking natural habitat, industrial factories spewing greenhouse gases into the air, excessive waste habits and widespread pollution, its no surprise that the planet is undergoing a sixth mass extinction. The World Wildlife Fund estimates that 60 percent of Earths biodiversity was lost from 1970 to 2014. We need to fundamentally change our behavior before its too late: the very design blueprints that could secure a better future might disappear before we even know it.

Its time to be more sustainable than just passing up on plastic straws. We can revolutionize the way we interact with each other and the planet by learning from evolution. Its smug of us to ignore 3.8 billion years of sustainable development as we urgently seek solutions for a better future. Lets think more like nature. Its time to adapt.

Isabelle Seckler is a first-year student studying sustainable development at Columbia College.

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The Next Climate Tech Breakthrough May Have Already Happened, We Just Didn't Notice - State of the Planet