Two students at Murdoch University Dubai have developed an artificial intelligence-based tool that scans pupils’ faces during classes to gauge their level of understanding.
The application aims to help improve the quality of online education by acting as a teaching tool and providing live feedback on whether the lessons are engaging.
It analyses facial expressions such as eyebrow raising, eyelid tightening and mouth dimpling to measure whether students are interested in the class.
We were tired of how classes were being held and no one was paying attention
Eiman Ansari
Eiman Ansari, 20, is in the third year of a degree in information technology and cyber forensics.
She said she was frustrated by online classes because teachers sometimes struggled to gauge students’ reactions.
“We were tired of how classes were being held and no one was paying attention,” said Ms Ansari, who is Indian.
“When classes were held, our cameras were off and the interactive classroom experience had disappeared.
“The teachers were not able to see the students’ reactions so they did not know if we were understanding things correctly.”
Ms Ansari developed the application with Abubakr Sajith, 21, a third-year undergraduate in business information systems and finance.
The friends were supported in their research by Joseph Stevens, the university’s head of information technology.
Measuring fear, disgust and surprise
Their application, the Emotion-Affective Domain Mapping System, films the classroom and analyses facial expressions for emotions such as contempt, anger, fear, happiness, disgust and surprise.
A graph is produced to illustrate students’ level of engagement in the class.
“We are using artificial intelligence to analyse facial expressions and the data given from that is mapped to levels of understanding,” Ms Ansari said.
“The aim is for students to have education tailored towards them, while for teachers this is a helper tool.”
The duo developed the idea in November 2020. Their research has since been published in The International Journal of Inspired Education, Science and Technology.
Their current paper proposes the system. Ms Ansari and Mr Sajith are working on a second paper to measure its effectiveness.
Mr Sajith said that while online classes would not last forever, the technology could have a place in face-to-face classes as well.
“We would ideally see this in a class where teachers have a dashboard on the side along their table and they can see a live graph showing how their pupils are reacting,” said Mr Sajith.
“With each student, you see the method they react to, and which one suits them best.”
At present, teachers will be able to gain feedback after the class. Having reviewed their students’ reactions, they can modify their class content and delivery.
In the future, teachers would be able to receive live feedback during the class.
Mr Sajith said that although the technology was in its nascent stage, the team hoped to one day license it to universities and schools.
Dr James Trotter, Murdoch University Dubai’s dean and academic president, acknowledged that measuring students’ comprehension during online lessons was hard.
“It is also estimated that the problem of poor integration of technology within the education systems is set to cost us roughly 0.3 to 0.9 years’ worth of education per year,” he said.
“The proposed EADMS solution, by two Murdoch University Dubai students and their faculty mentor, is a novel way to improve comprehension assessment and subsequently improve course content and delivery.”
SPECS
%3Cp%3E%3Cstrong%3EEngine%3C%2Fstrong%3E%3A%202-litre%20direct%20injection%20turbo%20%0D%3Cbr%3E%3Cstrong%3ETransmission%3C%2Fstrong%3E%3A%207-speed%20automatic%20%0D%3Cbr%3E%3Cstrong%3EPower%3C%2Fstrong%3E%3A%20261hp%20%0D%3Cbr%3E%3Cstrong%3ETorque%3C%2Fstrong%3E%3A%20400Nm%20%0D%3Cbr%3E%3Cstrong%3EPrice%3C%2Fstrong%3E%3A%20From%20Dh134%2C999%26nbsp%3B%3C%2Fp%3E%0A
Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
- Flexible payment plans from developers
- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
Global state-owned investor ranking by size
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UAE
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Japan
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Norway
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Canada
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Global Fungi Facts
• Scientists estimate there could be as many as 3 million fungal species globally
• Only about 160,000 have been officially described leaving around 90% undiscovered
• Fungi account for roughly 90% of Earth's unknown biodiversity
• Forest fungi help tackle climate change, absorbing up to 36% of global fossil fuel emissions annually and storing around 5 billion tonnes of carbon in the planet's topsoil
Volvo ES90 Specs
Engine: Electric single motor (96kW), twin motor (106kW) and twin motor performance (106kW)
Power: 333hp, 449hp, 680hp
Torque: 480Nm, 670Nm, 870Nm
On sale: Later in 2025 or early 2026, depending on region
Price: Exact regional pricing TBA
The%20specs
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COMPANY PROFILE
Founders: Alhaan Ahmed, Alyina Ahmed and Maximo Tettamanzi
Total funding: Self funded
Fifa%20World%20Cup%20Qatar%202022%20
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The specs: 2018 Mercedes-AMG C63 S Cabriolet
Price, base: Dh429,090
Engine 4.0-litre twin-turbo V8
Transmission Seven-speed automatic
Power 510hp @ 5,500rpm
Torque 700Nm @ 1,750rpm
Fuel economy, combined 9.2L / 100km
FROM%20THE%20ASHES
%3Cp%3EDirector%3A%20Khalid%20Fahad%3C%2Fp%3E%0A%3Cp%3EStarring%3A%20Shaima%20Al%20Tayeb%2C%20Wafa%20Muhamad%2C%20Hamss%20Bandar%3C%2Fp%3E%0A%3Cp%3ERating%3A%203%2F5%3C%2Fp%3E%0A
ELIO
Starring: Yonas Kibreab, Zoe Saldana, Brad Garrett
Directors: Madeline Sharafian, Domee Shi, Adrian Molina
Rating: 4/5
Ferrari 12Cilindri specs
Engine: naturally aspirated 6.5-liter V12
Power: 819hp
Torque: 678Nm at 7,250rpm
Price: From Dh1,700,000
Available: Now
F1 The Movie
Starring: Brad Pitt, Damson Idris, Kerry Condon, Javier Bardem
Director: Joseph Kosinski
Rating: 4/5
The%20specs
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SPEC%20SHEET%3A%20APPLE%20IPAD%20PRO%20(12.9%22%2C%202022)
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Tips for taking the metro
- set out well ahead of time
- make sure you have at least Dh15 on you Nol card, as there could be big queues for top-up machines
- enter the right cabin. The train may be too busy to move between carriages once you're on
- don't carry too much luggage and tuck it under a seat to make room for fellow passengers
Company%20Profile
%3Cp%3E%3Cstrong%3EName%3A%3C%2Fstrong%3E%20Raha%3Cbr%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%202022%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Kuwait%2FSaudi%3Cbr%3E%3Cstrong%3EIndustry%3A%3C%2Fstrong%3E%20Tech%20Logistics%3Cbr%3E%3Cstrong%3EFunding%3A%3C%2Fstrong%3E%20%2414%20million%3Cbr%3E%3Cstrong%3EInvestors%3A%3C%2Fstrong%3E%20Soor%20Capital%2C%20eWTP%20Arabia%20Capital%2C%20Aujan%20Enterprises%2C%20Nox%20Management%2C%20Cedar%20Mundi%20Ventures%3Cbr%3E%3Cstrong%3ENumber%20of%20employees%3A%3C%2Fstrong%3E%20166%3C%2Fp%3E%0A
UAE currency: the story behind the money in your pockets
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Specs
Engine: Duel electric motors
Power: 659hp
Torque: 1075Nm
On sale: Available for pre-order now
Price: On request
UK-EU trade at a glance
EU fishing vessels guaranteed access to UK waters for 12 years
Co-operation on security initiatives and procurement of defence products
Youth experience scheme to work, study or volunteer in UK and EU countries
Smoother border management with use of e-gates
Cutting red tape on import and export of food
if you go
The flights
Flydubai offers three daily direct flights to Sarajevo and, from June, a daily flight from Thessaloniki from Dubai. A return flight costs from Dhs1,905 including taxes.
The trip
The Travel Scientists are the organisers of the Balkan Ride and several other rallies around the world. The 2018 running of this particular adventure will take place from August 3-11, once again starting in Sarajevo and ending a week later in Thessaloniki. If you’re driving your own vehicle, then entry start from €880 (Dhs 3,900) per person including all accommodation along the route. Contact the Travel Scientists if you wish to hire one of their vehicles.
Results
ATP Dubai Championships on Monday (x indicates seed):
First round
Roger Federer (SUI x2) bt Philipp Kohlschreiber (GER) 6-4, 3-6, 6-1
Fernando Verdasco (ESP) bt Thomas Fabbiano (ITA) 3-6, 6-3, 6-2
Marton Fucsovics (HUN) bt Damir Dzumhur (BIH) 6-1, 7-6 (7/5)
Nikoloz Basilashvili (GEO) bt Karen Khachanov (RUS x4) 6-4, 6-1
Jan-Lennard Struff (GER) bt Milos Raonic (CAN x7) 6-4, 5-7, 6-4
UAE currency: the story behind the money in your pockets
The Sand Castle
Director: Matty Brown
Stars: Nadine Labaki, Ziad Bakri, Zain Al Rafeea, Riman Al Rafeea
Rating: 2.5/5
Diriyah%20project%20at%20a%20glance
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Company%C2%A0profile
%3Cp%3E%3Cstrong%3ECompany%20name%3A%20%3C%2Fstrong%3EHayvn%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3E2018%3Cbr%3E%3Cstrong%3EFounders%3A%20%3C%2Fstrong%3EChristopher%20Flinos%2C%20Ahmed%20Ismail%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EAbu%20Dhabi%2C%20UAE%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3Efinancial%3Cbr%3E%3Cstrong%3EInitial%20investment%3A%20%3C%2Fstrong%3Eundisclosed%3Cbr%3E%3Cstrong%3ESize%3A%3C%2Fstrong%3E%2044%20employees%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3Eseries%20B%20in%20the%20second%20half%20of%202023%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EHilbert%20Capital%2C%20Red%20Acre%20Ventures%3C%2Fp%3E%0A
Killing of Qassem Suleimani
The Indoor Cricket World Cup
When: September 16-23
Where: Insportz, Dubai
Indoor cricket World Cup:
Insportz, Dubai, September 16-23
UAE fixtures:
Men
Saturday, September 16 – 1.45pm, v New Zealand
Sunday, September 17 – 10.30am, v Australia; 3.45pm, v South Africa
Monday, September 18 – 2pm, v England; 7.15pm, v India
Tuesday, September 19 – 12.15pm, v Singapore; 5.30pm, v Sri Lanka
Thursday, September 21 – 2pm v Malaysia
Friday, September 22 – 3.30pm, semi-final
Saturday, September 23 – 3pm, grand final
Women
Saturday, September 16 – 5.15pm, v Australia
Sunday, September 17 – 2pm, v South Africa; 7.15pm, v New Zealand
Monday, September 18 – 5.30pm, v England
Tuesday, September 19 – 10.30am, v New Zealand; 3.45pm, v South Africa
Thursday, September 21 – 12.15pm, v Australia
Friday, September 22 – 1.30pm, semi-final
Saturday, September 23 – 1pm, grand final
65
%3Cp%3E%3Cstrong%3EDirectors%3A%20%3C%2Fstrong%3EScott%20Beck%2C%20Bryan%20Woods%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStars%3A%20%3C%2Fstrong%3EAdam%20Driver%2C%20Ariana%20Greenblatt%2C%20Chloe%20Coleman%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E2%2F5%3C%2Fp%3E%0A
MATCH INFO
Uefa Champions League quarter-final second leg:
Juventus 1 Ajax 2
Ajax advance 3-2 on aggregate
NATIONAL%20SELECTIONS
%3Cp%3E6pm%3A%20Falling%20Shadow%3Cbr%3E6.35pm%3A%20Quality%20Boone%3Cbr%3E7.10pm%3A%20Al%20Dasim%3Cbr%3E7.45pm%3A%20Withering%3Cbr%3E8.20pm%3A%20Lazuli%3Cbr%3E8.55pm%3A%20Tiger%20Nation%3Cbr%3E9.30pm%3A%20Modern%20News%3C%2Fp%3E%0A
BMW M5 specs
Engine: 4.4-litre twin-turbo V-8 petrol enging with additional electric motor
Power: 727hp
Torque: 1,000Nm
Transmission: 8-speed auto
Fuel consumption: 10.6L/100km
On sale: Now
Price: From Dh650,000
Company%20profile
%3Cp%3E%3Cstrong%3EName%3A%3C%2Fstrong%3E%20WallyGPT%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3E2014%3Cbr%3E%3Cstrong%3EFounders%3A%20%3C%2Fstrong%3ESaeid%20and%20Sami%20Hejazi%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Dubai%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3EFinTech%3Cbr%3E%3Cstrong%3EInvestment%20raised%3A%20%3C%2Fstrong%3E%247.1%20million%3Cbr%3E%3Cstrong%3ENumber%20of%20staff%3A%3C%2Fstrong%3E%2020%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3EPre-seed%20round%3C%2Fp%3E%0A
RESULTS
5pm: Maiden (PA) Dh80,000 1,400m, Winner SS Lamea, Saif Al Balushi (jockey), Ibrahim Al Hadhrami (trainer).
5.30pm: Wathba Stallions Cup Handicap (PA) Dh70,000 1,400m, Winner AF Makerah, Sean Kirrane, Ernst Oertel
6pm: Handicap (PA) Dh80,000 1,600m, Winner Maaly Al Reef, Brett Doyle, Abdallah Al Hammadi
6.30pm: Handicap (PA) Dh90,000 1,600m, Winner AF Momtaz, Antonio Fresu, Musabah Al Muhairi
7pm: Handicap (PA) Dh80,000 2,200m, Winner Morjanah Al Reef, Brett Doyle, Abdallah Al Hammadi
7.30pm: Handicap (TB) Dh100,000 2,200m, Winner Mudarrab, Jim Crowley, Erwan Charpy
Turning%20waste%20into%20fuel
%3Cp%3EAverage%20amount%20of%20biofuel%20produced%20at%20DIC%20factory%20every%20month%3A%20%3Cstrong%3EApproximately%20106%2C000%20litres%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3EAmount%20of%20biofuel%20produced%20from%201%20litre%20of%20used%20cooking%20oil%3A%20%3Cstrong%3E920ml%20(92%25)%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3ETime%20required%20for%20one%20full%20cycle%20of%20production%20from%20used%20cooking%20oil%20to%20biofuel%3A%20%3Cstrong%3EOne%20day%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3EEnergy%20requirements%20for%20one%20cycle%20of%20production%20from%201%2C000%20litres%20of%20used%20cooking%20oil%3A%3Cbr%3E%3Cstrong%3E%E2%96%AA%20Electricity%20-%201.1904%20units%3Cbr%3E%E2%96%AA%20Water-%2031%20litres%3Cbr%3E%E2%96%AA%20Diesel%20%E2%80%93%2026.275%20litres%3C%2Fstrong%3E%3C%2Fp%3E%0A
PROFILE OF INVYGO
Started: 2018
Founders: Eslam Hussein and Pulkit Ganjoo
Based: Dubai
Sector: Transport
Size: 9 employees
Investment: $1,275,000
Investors: Class 5 Global, Equitrust, Gulf Islamic Investments, Kairos K50 and William Zeqiri