Barclays Predicts Global Alcohol Trends: Why Demographics Hold the Key

Several financial institutions, from Rabobank to BMO Capital Markets, have recently released reports on the state of the alcohol, including wine markets. But the most wide-ranging of these was The Future of Global Alcohol, produced by Barclays Investment Bank for its private clients, which is not publicly available.

Areni spoke with Laurence Whyatt, the lead author of the report and the Head of European Beverages Equity Research. Whyatt is an incisive analyst and communicator.

Here are three key takeaways from the conversation:

  1. Demographics are destiny

Whyatt says that Barclays Bank has been concerned with demographics for a long time, because “The more people you have, the more potential consumers you have,” he said.

He said that after recognizing that demographics were an important driver of the market, Barclays built a database that layered economic and other information on top of UN population data. The result is an alcohol database for every country.

“What we learned is that the demographic changes were largely explaining the volume changes in alcohol,” he said.

After looking at the data, they realized the Chinese market was changing.

‘We identified the issues in demographics, particularly in the Chinese market, back in 2023, when we became much more concerned about potential growth,” he said.

The reason is that the number of young people has been declining for more than a decade.

“We were running some models looking at how that population was going to evolve over the next decade and realized it was going to shrink by nearly a quarter between now and 2035,” said Whyatt. “That made us much more concerned about the potential for growth of things like Cognac and even the Scotch Whisky industry.”

Consumption has already begun its downward slide. “China’s alcohol consumption has halved per capita since 2015 in spirits,” says Whyatt.” Beer consumption is down around 20% since 2013.”

  1. One group is the most important

According to Whyatt, not only are demographics the most important indicator of alcohol consumption, but the proportion of people in the population aged 25-40 is critical. This group not only predicts total alcohol consumption but is the group that’s most likely to be working.

“Western Europe is seeing declining per capita consumption,” he said. “Young people in these countries are declining in number; the birth rate has been falling in a number of these places over the past few decades, and you really need a healthy young population in order to have high alcohol consumption.”

The birth rate has been falling in Western Europe over the past few decades, and you really need a healthy young population in order to have high alcohol consumption – Laurence Whyatt

  1. The outlook for the US remains positive

Whyatt says the US is a good market to study because there is so much publicly available data.

“We can go back a century to Prohibition and look at how alcohol consumption has changed,” he says. “Generally speaking, we’ve seen an increase in alcohol over that century.”

There have been two major times when consumption has fallen: the first was after WWII, owing to economic weakness. “The second time was in the late ‘70s, early ‘80s, when the US introduced a 21-year-old legal drinking age,” he says.

Since then, there have been three decades of growth in per capita consumption, until the pandemic altered things. “Overall alcohol consumption increased in 2020 and 2021 when lockdown started to end, then we started seeing a decline in alcohol purchases.”

Young people are also drinking less, with declines in underage consumption, plus a decline in heavy drinking among young people since 2010. Whyatt notes, however, that stories about young people drinking less have to be treated with caution.

“The study that’s often quoted to me is the Gallup study,” he says, adding that Gallup is a very reputable polling company. “People look at the stats showing that, say, 18-to-30-year-olds are drinking less, which is true, but only because the 18-to-20-year-olds are drinking less, but the 21-to-30-year-olds are drinking about the same as what they used to drink.”

The 18-to-20-year-olds are drinking less, but the 21-to-30-year-olds are drinking about the same as
what they used to drink – Laurence Whyatt

Whyatt also said that US adults consume the most when they first turn 21, “and that level of consumption stays pretty linear until the age of about 40 to 45.” From then on, consumption begins to decline up to the age of 65. It drops again from age 75.

Whyatt remains positive about the US market because of its continuing economic growth.

VinePair Reveals Top 10 Wine Tourism Destinations for 2025

Despite ongoing challenges in global wine sales, the pursuit of wine tourism continues to thrive. While traditional strongholds like Tuscany and Napa Valley remain vital to the wine narrative, today’s oenotourists are increasingly drawn to emerging, dynamic regions offering distinctive terroirs and cultural depth.

According to VinePair’s newly released list of the Top 10 Wine Destinations for 2025, wine-focused travel is undergoing a transformation. Enotourism is expanding beyond the conventional routes to include locales such as the geothermal valleys of Hokkaido, Japan, and the striking landscapes of Patagonia, Argentina—regions where innovation, sustainability, and identity are reshaping wine tourism.

Even established regions such as Champagne (France) and the Willamette Valley (Oregon, USA) are evolving through progressive viticultural practices and expanded visitor experiences, making them more compelling than ever for return visits. From the coastal elegance of Galicia, Spain, and Santa Barbara, California, to the alpine beauty of Austria’s Wachau Valley and Germany’s Mosel, these destinations represent both tradition and transformation in the global wine landscape.

This list serves not only as a travel guide but also as a barometer for shifting consumer preferences, highlighting the regions that are successfully aligning tourism, terroir, and trade.

  1. Hokkaido, Japan

Japan might come across as an unexpected inclusion on a wine destinations list — it’s far better known for its luxury whiskies and artisanal sake — but as more wineries pop up across the country, it’s an exciting area to keep an eye on. Today, more bottles of Japanese wine are making their way stateside than ever before, but they are still relatively hard to come by. So why not fly halfway across the globe to taste some of the best wine the island nation has to offer in person?

Wineries are located across many of Japan’s distinct landscapes, but recently the northern island of Hokkaido has emerged as one of the country’s top wine regions. In addition to being globally renowned for its hot springs, skiing, dairy products, and uni, the area is home to Domaine Takahiko, an esteemed winery regarded as the country’s top estate. Although tourists might not be able to book a visit to Domaine Takahiko itself, there are other wineries in the region well worth checking out (and lucky visitors might find a bottle of one of its coveted Pinot Noirs at a local bar or restaurant). Some estates that provide tours and tastings include the Niseko Winery, a certified organic property that specializes in traditional method sparkling wine, and Camel Farm Winery. The Nikki Hills Winery also offers winery tours, including an electric mountain bike excursion of the entire estate, and has a hotel on site, so guests can soak in the scenic vineyards from the comfort of their rooms.

  1. Santorini, Greece

White wine is having a moment this year, so why not head to a region known for its crisp, complex whites? (One that also happens to be a stunning beachside destination.) The relatively small island off the coast of Greece is primarily known for its production of the salty, textured Assyrtiko grape. Part of an archipelago of volcanic islands in the Aegean Sea, Santorini’s winegrowing areas experience a dry, hot climate, intense winds, and benefit from layered volcanic soils. Due to the wind, winemakers train vines into spiral structures close to the ground to protect them. For those who have been to their fair share of sweeping Italian or French vineyards, visiting vineyards with basket-trained vines on lava soil offers a completely novel experience.

For winery visits, travellers can either book one of the island’s many tours or hop around tasting rooms on their own time. Some estates to add to the hit list include Domaine Sigalas, where guests can book a tasting or a food and wine pairing experience, and Estate Argyros, where visitors can walk on the volcanic soil and explore some of the oldest vineyards in the world. Vassaltis Vineyards is a newer winery on the scene; founded in 2016, it’s a great spot for a four-course lunch and winery tour.

  1. Clare Valley, Australia

While Australia is primarily known for its bold, jammy reds, Clare Valley bucks that reputation with its zippy, dry Rieslings and more restrained, savory expressions of Shiraz. The area’s high elevations and intense diurnal shifts allow grapes to develop complex character while still retaining intense acidity.

The region’s most iconic estate is Jim Barry Wines, which helped put Clare Valley on the map as a world-class Riesling producer. The winery offers several immersive tasting experiences, as well as boutique accommodations at The Mill Apartments for those interested in staying on the property. Not only is this region a must-visit for Riesling lovers, but it’s also a top culinary destination with an abundance of destination-worthy winery restaurants. Slate at Pikes Winery, the Bush DeVine Winery Restaurant at Paulett’s, and the restaurant at Skillogalee Estate are all incredible options for sipping wine over a long vineyard lunch. For wine and cycling fanatics, there’s a 20-mile Riesling trail where bikers can stop at several different vineyards as well as snack at spots like the Little Red Grape Bakery or even stop by the Clare Valley Art Gallery.

  1. Styria, Austria

Vienna is probably one of the few major cities in Europe that doubles as a highly productive wine region. So it’s easy, and tempting, for vacationers to plan trips that entirely revolve around the metropolitan area. But it would be a mistake to overlook the rolling green hills of Styria, a region in southern Austria with scenic landscapes and distinct wines. Dubbed the “green heart of Austria,” Styria caters to those who like to intersperse their wine tastings with outdoor activities, with several mountains, forests, lakes, and glaciers to explore. Travellers can even combine these two interests on a bike tour of Eastern Styra’s wine roads.

Several of the area’s wineries also double as inns, including Tauss, a leading natural wine producer that has a pool, sauna, and spa for those who stay on the estate. Travelers can try more local wines and explore the area’s cuisine at bars and restaurants with great wine lists including Michelin-starred tasting menu destination Geschwister Rauch, Thaller wine bar, and Die Weinbank, a tavern with seasonal fare and a serious wine program — diners can even rent a locker to store their fine wine purchases, hence its name.

  1. Patagonia, Argentina

Let’s be real, wine probably isn’t the primary reason why travellers book a trip to Patagonia, but for oenophiles headed down to scale some of the world’s most gorgeous landscapes, it can’t hurt to add a day or two of wine tasting to the agenda. While bigger wine destinations like Mendoza are known for their lush Malbecs, the cooler climate Patagonia area specializes in stunning expressions of Pinot Noir and Chardonnay.

The Neuquén province, about an hour north of the city of Neuquén, houses many wineries open to guests, and are all relatively close to one another so it’s easy to pop into a few. Be sure to book a tasting at Familia Schroeder as well as a lunch at the winery’s restaurant, which offers views over the vineyards. While it might be in the complete opposite direction, southeast of the city in the Río Negro province, Bodega Chacra merits a dedicated detour. Created in 2004 by Piero Incisa della Rocchetta — the grandson of the founder of Italy’s famed Sassicaia winery — Bodega Chacra harnesses biodynamic farming to craft impressive Pinot Noirs that rival top producers from around the globe. Those interested in visiting the estate can reach out to the winery directly via email to book a tour and tasting.

  1. Basque Country, Spain

Bridging both Spanish and French culture, Basque cuisine acts as inspiration to many restaurants stateside, including NYC’s buzzy new spots like Eel Bar and Chez Fifi, and favorites like Ernesto’s and Txikito. While we enjoy nibbling on pintxos and slurping Txakoli on our home turf, it’s even better to enjoy them at the source and by the sea. Now it’s easier than ever to do just that, as United Airlines debuted a new direct flight from New York to Bilbao this year.

This region’s signature wine is Txakoli, a spritzy, light-bodied wine best enjoyed when consumed from a porrón, a traditional pitcher that servers can pour from long distances that helps aerate the wine and make it extra light and fizzy. Produced from native grapes Hondarrabi Zuri and Hondarrabi Beltza, Txakoli typically falls between 9.5 and 11.5 percent ABV, making it the perfect low-ABV sipper to enjoy by the beaches of San Sebastián.

Travellers should focus on enjoying as many of the tapas bars and local cuisine as possible, given that San Sebastián boasts the most Michelin stars per capita in the world. But those interested in digging deeper into the local wine scene can also venture out to nearby wineries like Bodega Txakoli Rezabal and the iconic Ameztoi estate, which doubles as a hotel.

  1. San Luis Obispo Coast, California

Officially established in 2022, the San Luis Obispo Coast (SLO Coast) is a relatively new California AVA, but the area’s cool-climate wines have garnered considerable attention in the past couple of years. Located between Santa Barbara wine country and Paso Robles, this area may have previously been skipped over on wine-focused road trips up the coast, but a couple of incredible new producers have made it a must-stop destination, just like the regions that border it. The wines from this area show impressive balance thanks to the vineyards’ proximity to the Pacific Ocean.

Downtown San Luis Obispo offers convenient tasting room locations for a few exciting wineries, including Dunites as well as Scar of the Sea and Lady of the Sunshine, which are separate projects from partners Mikey and Gina Giugni located in the same tasting room. The couple recently purchased the famed Bassi Vineyard — the most revered site on the SLO Coast — and make stunning expressions of Pinot Noir, Chardonnay, and Syrah alongside some more out-of-the-box offerings like an old-vine Palomino, a quaffable Alicante Bouschet, and a solera-aged white wine steeped with dried botanicals from their garden. Outward Wines (VinePair’s Next Wave Winery of the Year for 2024) also recently opened a by-appointment tasting room in the Grover Beach area, showcasing its site-specific wines from across California’s Central Coast.

True to the region’s name, it’s right on the coast, so people can surf, hike, or chill out at local beaches between tastings. Ripe for exploration is the region’s vibrant bar and restaurant scene, from local wine and vinyl bar Jan’s Place to popular pizza haunt My Friend Mike’s. Need a break from wine? Check out the There Does Not Exist brewery, Sidecar for cocktails, or eat some blue corn waffles by the beach at Hidden Kitchen.

  1. Ahr Valley, Germany

In July 2021, the Ahr Valley was devastated by flash floods that destroyed wineries, vineyards, and even the local rail system. While the region still isn’t completely back on its feet, it’s ready to welcome back visitors and even debuted a new slogan: “We AHR open.” So now’s the time to support Germany’s underrated and unique red-wine-focused region.

The Ahr Valley is a short stretch of land — about 15 miles — along the Ahr River, making it one of Germany’s smallest wine regions. It’s also one of the northernmost regions in Germany, known for its ample sunshine, stony soils, and rugged, hilly slopes. While Germany’s primary focus is white wine, this is one of the few areas that honed in on the reds, particularly Spätburgunder (Pinot Noir), Portugieser, and Dornfelder. For those looking to visit Germany but travelling with a red wine lover, this destination brings the best of both worlds.

To fully experience the region, walk the 22-mile-long red wine trail to take in the scenic views and stop for a few wine tastings. The meandering path will bring hikers through seven small towns throughout the valley from Ahrweiler to Altenahr, with plenty of views and restaurants along the way. Since it’s a long journey, guests can opt to stay at a hotel on the trail to stretch it out over a few days. The Hohenzollern Hotel is perched on the hills overlooking the region’s vineyards, putting guests in the center of the action. For those less inclined to hike, the region projects that the rail line that provides a route between the area’s quaint villages will eventually reopen this year.

  1. Champagne, France

As one of the world’s most renowned wine regions, a relatively short drive or train ride from Paris, visiting Champagne isn’t exactly a groundbreaking concept. But as the threat of tariffs looms over the wine industry, 2025 feels like an opportune moment to venture across the Atlantic and sip sparkling wine straight from the source.

Champagne has also gone through a reckoning of sorts over the past few years, as demonstrated by the many booms and busts in the category’s sales stateside. Though it’s faced several challenges (climate change, waning consumer demand), these hardships have pushed the region to evolve, making it potentially one of the best times to visit Champagne in recent history.

Most winery visits are by appointment only, so plan accordingly. Kick off the trip at a few of the Grand Marquis that offer tastings and tours, like Billecart Salmon, Gosset, Telmont, and Tattinger, as well as slightly smaller estates like Eric Rodez and Famille Mousse. While it’s rare for grower-producers to accommodate visitors, some winemakers, like Champagne Pierre Paillard in the aptly named Bouzy, are starting to accept bookings. Ruinart also recently debuted a stunning public garden and new Nicolas Ruinart Pavilion — complete with a Champagne bar, of course — where guests can roam a tree-lined walking path and get a glimpse of the winery’s ancient Roman chalk caves, which are a UNESCO World Heritage site.

While many of the smaller Champagne producers don’t have estates or tasting rooms to visit, there are plenty of opportunities to try local wines at the bars and restaurants in Reims, a historic city in the center of the region. Wine bars like Le Pressoir and Le Coq Rouge offer great selections; for a classic experience, check out the Glue Pot; and for stacked burgers and killer bubbles in a casual setting, head to Sacré Burger.

  1. Willamette Valley, Oregon

The Willamette Valley earned its reputation as a top U.S. wine destination thanks to its high-quality Pinot Noirs. But over the past few years, it has evolved. Visitors will still readily find an abundance of earthy, juicy Pinot here, but the region is booming with diverse projects that celebrate a wide range of grapes, from Chardonnay and Gamay to Syrah and Chenin Blanc. This year, pay the Willamette Valley a visit (or revisit), and rethink what Oregon’s premier wine region has to offer.

Located just a one-hour drive south of Portland, the Willamette Valley stretches about 120 miles along the path of the Willamette River, bordered by the Cascade Mountain range and the Oregon Coast Range. The region generally experiences a cool, maritime climate, but the growing conditions differ across each of the valley’s 11 sub-AVAs, giving each a distinct identity.

As a cool climate region that grows Pinot Noir and Chardonnay, the Willamette Valley naturally also produces compelling sparkling wine. This year, the region launched Method Oregon, an association of producers including Lytle-Barnett, Argyle, and Soter, dedicated to making high-quality sparkling wine. To celebrate the pioneering winemakers behind this movement, Method Oregon organized a tasting event that’s sure to be a top destination for all U.S. bubbly enthusiasts this summer.

Source:  VinePair

Four Key Trends Shaping Beer and Wine Design in 2025

In the intensely competitive beer and wine industry, packaging and labelling represent the first, and at times, the only opportunity to leave a lasting impression. As graphic design trends continue to evolve, they provide innovative avenues to tell a compelling story, evoke nuanced emotions, and convey a sense of premium quality to potential consumers. Highlighted below are four distinctive design trends, as forecasted by Packaging World’s global network of freelance designers on 99designs by Vista, which are anticipated to shape the aesthetic landscape of beer and wine in 2025:

  1. Etches and Imprints: A Touch of Humanity

This visual trend celebrates imperfection and authenticity by focusing on the tactile quality of design: it’s all about textures. Inspired by hand-drawn scribbles, smudges, and linocut techniques, this style exudes warmth and craftsmanship and is perfect for both wine and beer brands.

How to apply it:

Incorporate hand-drawn illustrations that feel raw and organic and avoid a flawless finish. Think smudged ink or charcoal strokes that look as if they might have been drawn straight onto the bottle.

Use textured printing techniques that mimic artistic styles like linocuts or etching to elevate details on your packaging design.

Pair these elements with natural tones and uncoated paper stocks to reinforce a handmade vibe.

Why it works:

This design trend will make your brand approachable and genuine, qualities that resonate with consumers seeking authentic experiences. A wine label featuring a linocut style print or pen and ink illustration pushes back against synthetic perfection, successfully communicating heritage and care, alongside aesthetic shelf appeal.

  1. Fine Art to Fine Wine: Packaging as Art

This trend transforms wine labels and beer cans into gallery-worthy masterpieces. By pulling consumers’ attention to intricate artwork or photography on the label, the design itself becomes a centrepiece, exuding a sophistication and elegance that in turn elevates the product inside. From paint-like textures to monochrome photographic prints, wine brands can capture the magic of fine art in new and unexpected ways.

How to apply it:

Use simple geometric shapes or borders to frame intricate illustrations or detailed imagery – don’t be afraid to have elements overlap the edges to capture attention.

Choose soft, neutral backgrounds to allow the “framed” design to shine.

Pair the artwork with minimalistic typography for a balanced, high-end feel.

Why it works: 

This style of label design evokes the exclusivity and refinement of collectible art. This can range from traditional, more classical styles to avant-garde illustrations perfect for craft beer cans, but what is key is that advancements in printing technology make it easy for brands to feature detailed, high-quality reproductions that don’t lose any of the details and textures that make it feel special.

  1. Playful Mascots that Amp Up Personality

In contrast to the more polished and serious design styles, the trend that elevates hand-drawn mascots embraces humor and whimsy. With bold, simple outlines reminiscent of doodles, these mascots invite consumers to smile and engage with the brand or product.

How to apply it:

Create a playful character that aligns with your brand’s personality—and it doesn’t have to be a grape or a hop! Some of the most successful mascots are much more unexpected, with anthropomorphic animals being a firm favorite around the world.

Use bold, contrasting colors to make the mascot pop.

Keep the design clean and uncomplicated, allowing the mascot to take center stage.

Why it works: 

Consumers are increasingly drawn to brands that don’t take themselves too seriously. A mascot—especially one that looks as if it might have been drawn in Sharpie— creates a sense of approachability and joy, making this design trend perfect for casual, social occasions where you might be enjoying a craft beer or sparkling wine.

  1. Collage and Scrapbooking: Layers of Storytelling

One of this year’s biggest design trends is a structured scrapbook style that captures the nostalgia of scrapbooking and gives it a modern, polished twist. This style thrives on layering, balance, and intentional placement to create a rich, multi-dimensional look that doesn’t overwhelm. Perfect for wine brands looking to stand out from the crowd, this is another trend that captures a hand-crafted, artisanal aesthetic without compromising on modernity.

How to apply it:

Layer textures, photos, doodles, and sticker-like elements in a cohesive layout.

Don’t be afraid to use sharp color accents to highlight elements of grayscale design.

Maintain a balance between playful elements and clean typography to ensure legibility and avoid overcrowding.

Why it works: 

Collage and scrapbooking are a perfect medium for visual storytelling. A beer label could layer photos of its origin story with playful sketches, while a wine label might use cutouts and highlighted details to evoke a sense of heritage and community, for example.

These design trends showcase the diverse ways beer and wine brands can connect with consumers in 2025. Whether you are seeking elegance, humor, or layered storytelling, these creative approaches will help your products stand out on the shelf and resonate in ways that remain authentic and true to your brand Consider exploring one of these trends to elevate your brand’s visual impact!

 

Source: Packaging World

 

 

Wine Industry Study Finds Growing Use of SMS, Online Chat & Age Gates in 2025

VinterActive, a leader in direct-to-consumer (DTC) marketing within the wine industry, has published its latest research report, VinQuest™ 2025: Adoption of SMS Marketing, Online Chat & Age Gates by U.S. Wineries. This rigorous study, utilizing a methodology with a 3% margin of error at a 95% confidence level, presents pivotal benchmarks in contemporary wine marketing practices:

  • 20% of U.S. wineries have implemented online age gates to prevent underage website visitors.
  • 13% of U.S. wineries offer an option for website visitors to engage via text messaging.
  • 3% of U.S. wineries provide an online chat feature.

Bryan St. Amant, Founder & CEO of VinterActive, underscored the significance of these findings: “As competition evolves, wine marketing benchmarks help merchants make better business decisions. Since the impact of email and social media is well documented in the wine industry, it’s time to look ahead by focusing on emerging digital marketing tools.”

Key Research Findings

This study involved detailed surveys of 500 winery websites, randomly selected from the top nine U.S. wine-producing states. It revealed critical insights into:

  • The variability of digital wine marketing tactics across different U.S. wine regions.
  • The types of online age gates currently deployed by U.S. wineries.
  • The nature of consumer consent is collected when visitors opt-in to receive SMS messages.

Implications for U.S. Wineries

The complete report, VinQuest™ 2025: Adoption of SMS Marketing, Online Chat & Age Gates by U.S. Wineries, further delves into how these findings translate into opportunities and risks for individual wine brands, wine regions, and the broader U.S. wine industry in 2025.

For more information or to request a complimentary copy of this research report, visit  VinterActive Research.

Taste-Driven AI Algorithms Enhance Wine Selections

For wine enthusiasts, choosing a bottle of wine can be challenging when scanning unfamiliar labels, while shopping. Questions that come to mind: What does it taste like? What was the last one I bought that tasted so good? Vivino, Hello Vino, Wine Searcher and other apps let wine buyers scan labels to get information about the wine and read reviews of others. These apps have been built from artificially intelligent algorithms.

Using taste or other sensory inputs as data sources is entirely new.

Now, scientists from the Technical University of Denmark (DTU), the University of Copenhagen and Caltech have shown that you can add a new parameter to the algorithms that makes it easier to find a precise match for your own taste buds: Namely, people’s impressions of flavour.

“We have demonstrated that, by feeding an algorithm with data consisting of people’s flavour impressions, the algorithm can make more accurate predictions of what kind of wine we individually prefer,” says Thoranna Bender, a graduate student at DTU who conducted the study under the auspices of the Pioneer Centre for AI at the University of Copenhagen.

More accurate predictions of people’s favourite wines
The researchers held wine tastings during which 256 participants were asked to arrange shot-sized cups of different wines on a piece of A3 paper based upon which wines they thought tasted most similarly. The greater the distance between the cups, the greater the difference in their flavour. The method is widely used in consumer tests. The researchers then digitized the points on the sheets of paper by photographing them.

The data collected from the wine tastings was then combined with hundreds of thousands of wine labels and user reviews provided to the researchers by Vivino, a global wine app and marketplace. Next, the researchers developed an algorithm based on the enormous data set.

“The dimension of flavour that we created in the model provides us with information about which wines are similar in taste and which are not. So, for example, I can stand with my favourite bottle of wine and say: I would like to know which wine is most similar to it in taste – or both in taste and price,” says Thoranna Bender.

Professor and co-author Serge Belongie from the Department of Computer Science, who heads the Pioneer Centre for AI at the University of Copenhagen, adds:

“We can see that when the algorithm combines the data from wine labels and reviews with the data from the wine tastings, it makes more accurate predictions of people’s wine preferences than when it only uses the traditional types of data in the form of images and text. So, teaching machines to use human sensory experiences results in better algorithms that benefit the user.”

Thoranna Bender points out that the researchers’ method can easily be transferred to other types of food and drink as well:

“We’ve chosen wine as a case, but the same method can just as well be applied to beer and coffee. For example, the approach can be used to recommend products and perhaps even food recipes to people. And if we can better understand the taste similarities in food, we can also use it in the healthcare sector to put together meals that meet with the tastes and nutritional needs of patients. It might even be used to develop foods tailored to different taste profiles.”
The researchers have published their data on an open server and can be used at no cost.

“We hope that someone out there will want to build upon our data. I’ve already fielded requests from people who have additional data that they would like to include in our dataset. I think that’s really cool,” concludes Thoranna Bender.

Key Facts:
1. Wine apps are using AI algorithms to assist users in selecting wines based on labels and reviews.
2. Researchers integrated people’s flavor impressions into the algorithms for more accurate wine recommendations.
3. This approach can be extended to beer, coffee, and personalized food recommendations, benefiting various industries.

Source: Neuroscience News