# Travelers should rely on instinct over algorithms for online hotel booking (HT Tech)

> Research, led by the University of York in collaboration with Nanyang Technological University, Singapore, shows the challenges of online 'fake' reviews for both users and computer algorithms. It suggests that a greater awareness of the linguistic characteristics of 'fake' reviews can allow online users to spot the 'real' from the 'fake' for themselves.

# Travelers should rely on instinct over algorithms for online hotel booking

## Research, led by the University of York in collaboration with Nanyang Technological University, Singapore, shows the challenges of online 'fake' reviews for both users and computer algorithms. It suggests that a greater awareness of the linguistic characteristics of 'fake' reviews can allow online users to spot the 'real' from the 'fake' for themselves.

Mar 07 2021, 17:48 IST

![Follow on Facebook](https://images.hindustantimes.com/tech/static/revamp/images/png/follow-us-facebook.png)

![Follow on Facebook](https://images.hindustantimes.com/tech/static/revamp/images/png/follow-us-facebook-hover.png)

![Share](https://images.hindustantimes.com/tech/static/revamp/images/png/Share.png)

![Share](https://images.hindustantimes.com/tech/static/revamp/images/png/Shareclicked.png)

![Share on WhatsApp](https://images.hindustantimes.com/tech/static/revamp/images/png/whatsapp.png)

![Share on WhatsApp](https://images.hindustantimes.com/tech/static/revamp/images/png/whatsapp-hover.png)

![Share on Twitter](https://images.hindustantimes.com/tech/static/revamp/images/png/twitter.png)

![Share on Twitter](https://images.hindustantimes.com/tech/static/revamp/images/png/twitter-hover.png)

![Share on Facebook](https://images.hindustantimes.com/tech/static/revamp/images/png/facebook.png)

![Share on Facebook](https://images.hindustantimes.com/tech/static/revamp/images/png/facebook-hover.png)

![Bookmark](https://images.hindustantimes.com/tech/static/revamp/images/png/Bookmark.png)

![Bookmarked](https://images.hindustantimes.com/tech/static/revamp/images/png/Bookmarked.png)

![Representational image.](https://images.hindustantimes.com/tech/img/2021/03/07/1600x900/ana-vieyra-E3Z7MmweGgc-unsplash_1615119423960_1615119435102.jpg)

Representational image. (Unsplash)

![Author Photo](https://images.hindustantimes.com/tech/static/revamp/images/png/HTTech-new-circle-logo.png)

### By ANI

Researchers during a recent study found that travelers looking to book a hotel should believe their gut instinct instead of relying on computer algorithms to find fake reviews.

Research, led by the University of York in collaboration with Nanyang Technological University, Singapore, shows the challenges of online 'fake' reviews for both users and computer algorithms. It suggests that a greater awareness of the linguistic characteristics of 'fake' reviews can allow online users to spot the 'real' from the 'fake' for themselves.

Dr Snehasish Banerjee, Lecturer in Marketing from the University of York's Management School, said: "Reading and writing online reviews of hotels, restaurants, venues and so on, is a popular activity for online users, but alongside this, 'fake' reviews have also increased.

Also read

click here.

"Companies can now use computer algorithms to distinguish the 'fake' from the 'real' with a good level of accuracy, but the extent to which company websites use these algorithms is unclear and so some 'fake' reviews slip through the net.

Also read: How hotels are using technology to boost traveller confidence during COVID times

"We wanted to understand whether the human analysis was capable of filling this gap and whether more could be done to educate online users on how to approach these reviews."

The researchers tasked 380 people to respond to questions about three hotel reviews - some authentic, others fake - based on their perception of the reviews. The users could rely on the same cues that computer algorithms use to discern 'fake' reviews, which includes the number of superlatives in the review, the level of details if it was easy to read, and appeared noncommittal.

For those who already skeptical of online reviews, this was a relatively straightforward task, but most could not identify factors such as 'easy to read' and 'non-committal' like a computer algorithm could. In the absence of this skill, the participants relied on 'gut instinct'.

Dr Banerjee said: "The outcomes were surprisingly effective. We often assume that the human brain is no match for a computer, but in actual fact, there are certain things we can do to train the mind in approaching some aspects of life differently.

"Following this study, we are recommending that people need to curb their instincts on truth and deception bias - the tendency to either approach online content with the assumption that it is all true or all fake respectively - as neither method works in the online environment.

"Online users often fail to detect fake reviews because they do not proactively look for deception cues. There is a need to change this default review reading habit, and if the reading habit is practiced long enough, they will eventually be able to rely on their gut instinct for fake review detection."

The research also reminds businesses that ethical standards should be upheld to ensure that genuine experiences of their services are reflected online.

Catch all the Latest Tech News, Mobile News, Laptop News, Gaming news, Wearables News , How To News, also keep up with us on Whatsapp channel,Twitter, Facebook, Google News, and Instagram. For our latest videos, subscribe to our YouTube channel.

07 Mar, 17:48 IST

### Related Stories

05 Oct 2026

71,615,119,387,211

NEXT ARTICLE BEGINS

![View all](https://images.hindustantimes.com/tech/static/revamp/images/png/view-all-icon.png)

## Tips & Tricks

![Ghibli-style art](https://images.hindustantimes.com/tech/img/2025/03/28/414x233/ChatGPT_Ghibli_style_images_1743161814450_1743161814596.jpg)

### How to turn your photos into Ghibli-style art with ChatGPT for free: Step-by-step guide

![How to create an invitation using iPhone’s new Apple Invites app- Step-by-step guide](https://images.hindustantimes.com/tech/img/2025/02/14/414x233/invites_1738728829564_1739543695649.png)

### How to create an invitation using iPhone’s new Apple Invites app- Step-by-step guide

![Apple TV app arrives on Android phones and tablets: What you get and how to install it](https://images.hindustantimes.com/tech/img/2025/02/13/414x233/unnamed_1739426557335_1739426567634.jpg)

### Apple TV app arrives on Android phones and tablets: What you get and how to install it

![Vodafone Idea OTT plans](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Vodafone Idea users can now stream 17 OTT apps with one subscription: Here's how

![Android data transfer methods](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### How to transfer data from one Android to another using Google backup, USB-C cable, and more

## Editor’s Pick

![iPhone 16e launched with A18 chip, Apple AI—bringing flagship power on a budget: Check specs, price](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### iPhone 16e launched in India: All details about the new budget mobile from Apple

![DeepSeek was founded in China with only a fraction of the budget of the top AI companies in the US.](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### DeepSeek AI: How it works, who’s behind it, how it’s different from ChatGPT, and its big US market impact explained

![iPhone 17 Air likely to get this feature that iPhone 17 Pro models may miss out on](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### iPhone 17 Air likely to get this feature that iPhone 17 Pro models may miss out on

![Google Whisk AI explained: How remixing works, availability, and how it differs from Gemini](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Google Whisk AI explained: How remixing works, availability, and how it differs from Gemini

![iOS 18.4 beta arriving soon: Know why it is the biggest iPhone update](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### iOS 18.4 beta arriving soon: Know why it is the biggest iPhone update

## Trending Stories

![Airtel 5G SIM card will now be delivered in 10 minutes with Blinkit- How to order](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Airtel 5G SIM card will now be delivered in 10 minutes with Blinkit- How to order

![Infinix Note 50s 5G+](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Infinix Note 50s 5G+ set to launch in India with 64MP camera and MediaTek Dimensity 7300 SoC

![Xiaomi X Pro QLED Series sale starts in India: Check price, availability, and more](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Xiaomi X Pro QLED Series sale starts in India: Check price, availability, and more

![Apple Intelligence AI training](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Apple plans to train AI using your on-device data without accessing personal content or emails: Report

![CMF Buds 2](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### CMF Buds 2 key features and price revealed ahead of April 28 launch: Details inside

keep up with tech

![Facebook](https://images.hindustantimes.com/tech/static/revamp/images/png/tech-facebook.png)

![Twitter](https://images.hindustantimes.com/tech/static/revamp/images/png/tech-twitter.png)

![WhatsApp](https://images.hindustantimes.com/tech/static/revamp/images/png/tech-whatsApp.png)

![Facebook](https://images.hindustantimes.com/tech/static/revamp/images/png/tech-facebook.png)

## Gaming

![Check out these five gaming monitors under  <span class='webrupee'>₹</span>20,000,](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Top 5 gaming monitors under ₹20000 you should consider

![gaming consoles](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Grab gaming consoles at discounted rates during Amazon Great Indian Festival: Up to 72% off

![Pokémon GO Wild Area 2025](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Pokémon GO Wild Area 2025 to bring Grimmsnarl family, Shiny Hatenna, and global challenges

![Shade Silver](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Shade Silver free on Steam for a limited time: Here’s how to get it

![Call of duty](https://images.hindustantimes.com/tech/static/revamp/images/png/ht-tech-bg-img-90-66.png)

### Call of Duty: Black Ops 7 skips Switch 2 at launch, release date and price leak

![View all](https://images.hindustantimes.com/tech/static/revamp/images/png/view-all-icon.png)

## Trending News

### Airtel 5G SIM card will now be delivered in 10 minutes with Blinkit- How to order

![Airtel 5G SIM card will now be delivered in 10 minutes with Blinkit- How to order](https://images.livemint.com/static/static/1x1_img.gif)

### Infinix Note 50s 5G+ set to launch in India with 64MP camera and MediaTek Dimensity 7300 SoC

![Infinix Note 50s 5G+](https://images.livemint.com/static/static/1x1_img.gif)

### Xiaomi X Pro QLED Series sale starts in India: Check price, availability, and more

![Xiaomi X Pro QLED Series sale starts in India: Check price, availability, and more](https://images.livemint.com/static/static/1x1_img.gif)

### Apple plans to train AI using your on-device data without accessing personal content or emails: Report

![Apple Intelligence AI training](https://images.livemint.com/static/static/1x1_img.gif)

### CMF Buds 2 key features and price revealed ahead of April 28 launch: Details inside

![CMF Buds 2](https://images.livemint.com/static/static/1x1_img.gif)

## Trending Gadgets

Mobiles

Laptops

Tablets

![HT Tech](https://images.hindustantimes.com/tech/static/revamp/images/png/HT_tech-new.gif)

- https://tech.hindustantimes.com/tech/news/travelers-should-rely-on-instinct-over-algorithms-for-online-hotel-booking-71615119387211.html