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.”
Match info:
Portugal 1
Ronaldo (4')
Morocco 0
UAE Rugby finals day
Games being played at The Sevens, Dubai
2pm, UAE Conference final
Dubai Tigers v Al Ain Amblers
4pm, UAE Premiership final
Abu Dhabi Harlequins v Jebel Ali Dragons
Super 30
Produced: Sajid Nadiadwala and Phantom Productions
Directed: Vikas Bahl
Cast: Hrithik Roshan, Pankaj Tripathi, Aditya Srivastav, Mrinal Thakur
Rating: 3.5 /5
UAE currency: the story behind the money in your pockets
Sole survivors
- Cecelia Crocker was on board Northwest Airlines Flight 255 in 1987 when it crashed in Detroit, killing 154 people, including her parents and brother. The plane had hit a light pole on take off
- George Lamson Jr, from Minnesota, was on a Galaxy Airlines flight that crashed in Reno in 1985, killing 68 people. His entire seat was launched out of the plane
- Bahia Bakari, then 12, survived when a Yemenia Airways flight crashed near the Comoros in 2009, killing 152. She was found clinging to wreckage after floating in the ocean for 13 hours.
- Jim Polehinke was the co-pilot and sole survivor of a 2006 Comair flight that crashed in Lexington, Kentucky, killing 49.
Liverpool’s fixtures until end of 2019
Saturday, November 30, Brighton (h)
Wednesday, December 4, Everton (h)
Saturday, December 7, Bournemouth (a)
Tuesday, December 10, Salzburg (a) CL
Saturday, December 14, Watford (h)
Tuesday, December 17, Aston Villa (a) League Cup
Wednesday, December 18, Club World Cup in Qatar
Saturday, December 21, Club World Cup in Qatar
Thursday, December 26, Leicester (a)
Sunday, December 29, Wolves (h)
Red flags
- Promises of high, fixed or 'guaranteed' returns.
- Unregulated structured products or complex investments often used to bypass traditional safeguards.
- Lack of clear information, vague language, no access to audited financials.
- Overseas companies targeting investors in other jurisdictions - this can make legal recovery difficult.
- Hard-selling tactics - creating urgency, offering 'exclusive' deals.
Courtesy: Carol Glynn, founder of Conscious Finance Coaching
The specs: 2018 Nissan 370Z Nismo
The specs: 2018 Nissan 370Z Nismo
Price, base / as tested: Dh182,178
Engine: 3.7-litre V6
Power: 350hp @ 7,400rpm
Torque: 374Nm @ 5,200rpm
Transmission: Seven-speed automatic
Fuel consumption, combined: 10.5L / 100km
GRAN%20TURISMO
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MATCH INFO
Osasuna 1 Real Madrid 4
Osasuna: García (14')
Real Madrid: Isco (33'), Ramos (38'), Vázquez (84'), Jovic (90' 2)
Sour%20Grapes
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Brief scoreline:
Wolves 3
Neves 28', Doherty 37', Jota 45' 2
Arsenal 1
Papastathopoulos 80'
Profile of Bitex UAE
Date of launch: November 2018
Founder: Monark Modi
Based: Business Bay, Dubai
Sector: Financial services
Size: Eight employees
Investors: Self-funded to date with $1m of personal savings
Racecard:
2.30pm: Hamdan bin Rashid Al Maktoun Emirates Breeders Society Challenge; Conditions (PA); Dh40,000; 1,600m
3pm: Handicap; Dh80,000; 1,800m
3.30pm: Jebel Ali Mile Prep Rated Conditions; Dh110,000; 1,600m
4pm: Handicap; Dh95,000; 1,950m
4.30pm: Maiden; Dh65,000; 1,400m
5pm: Handicap; Dh85,000; 1,200m
Results
Stage 4
1. Dylan Groenewegen (NED) Jumbo-Visma 04:16:13
2. Gaviria (COL) UAE Team Emirates
3. Pascal Ackermann (GER) Bora-Hansgrohe
4. Sam Bennett (IRL) Deceuninck-QuickStep
5. Caleb Ewan (AUS) Lotto Soudal
General Classification:
1. Adam Yates (GBR) Mitchelton-Scott 16:46:15
2. Tadej Pogacar (SLO) UAE Team Emirates 0:01:07
3. Alexey Lutsenko (KAZ) Astana Pro Team 0:01:35
4. David Gaudu (FRA) Groupama-FDJ 0:01:40
5. Rafal Majka (POL) Bora-Hansgrohe
AGL AWARDS
Golden Ball - best Emirati player: Khalfan Mubarak (Al Jazira)
Golden Ball - best foreign player: Igor Coronado (Sharjah)
Golden Glove - best goalkeeper: Adel Al Hosani (Sharjah)
Best Coach - the leader: Abdulaziz Al Anbari (Sharjah)
Fans' Player of the Year: Driss Fetouhi (Dibba)
Golden Boy - best young player: Ali Saleh (Al Wasl)
Best Fans of the Year: Sharjah
Goal of the Year: Michael Ortega (Baniyas)
Wicked: For Good
Director: Jon M Chu
Starring: Ariana Grande, Cynthia Erivo, Jonathan Bailey, Jeff Goldblum, Michelle Yeoh, Ethan Slater
Rating: 4/5
MATCH INFO
Championship play-offs, second legs:
Aston Villa 0
Middlesbrough 0
(Aston Villa advance 1-0 on aggregate)
Fulham 2
Sessegnon (47'), Odoi (66')
Derby County 0
(Fulham advance 2-1 on aggregate)
Final
Saturday, May 26, Wembley. Kick off 8pm (UAE)
The Africa Institute 101
Housed on the same site as the original Africa Hall, which first hosted an Arab-African Symposium in 1976, the newly renovated building will be home to a think tank and postgraduate studies hub (it will offer master’s and PhD programmes). The centre will focus on both the historical and contemporary links between Africa and the Gulf, and will serve as a meeting place for conferences, symposia, lectures, film screenings, plays, musical performances and more. In fact, today it is hosting a symposium – 5-plus-1: Rethinking Abstraction that will look at the six decades of Frank Bowling’s career, as well as those of his contemporaries that invested social, cultural and personal meaning into abstraction.
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Other key dates
-
Finals draw: December 2
-
Finals (including semi-finals and third-placed game): June 5–9, 2019
-
Euro 2020 play-off draw: November 22, 2019
-
Euro 2020 play-offs: March 26–31, 2020
THE SPECS
Engine: Four-cylinder 2.5-litre
Transmission: Seven-speed auto
Power: 165hp
Torque: 241Nm
Price: Dh99,900 to Dh134,000
On sale: now
Biography
Favourite Meal: Chicken Caesar salad
Hobbies: Travelling, going to the gym
Inspiration: Father, who was a captain in the UAE army
Favourite read: Rich Dad Poor Dad by Robert Kiyosaki and Sharon Lechter
Favourite film: The Founder, about the establishment of McDonald's
COMPANY PROFILE
Founders: Sebastian Stefan, Sebastian Morar and Claudia Pacurar
Based: Dubai, UAE
Founded: 2014
Number of employees: 36
Sector: Logistics
Raised: $2.5 million
Investors: DP World, Prime Venture Partners and family offices in Saudi Arabia and the UAE
The specs: 2018 Nissan Altima
Price, base / as tested: Dh78,000 / Dh97,650
Engine: 2.5-litre in-line four-cylinder
Power: 182hp @ 6,000rpm
Torque: 244Nm @ 4,000rpm
Transmission: Continuously variable tranmission
Fuel consumption, combined: 7.6L / 100km
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Results
Stage 7:
1. Caleb Ewan (AUS) Lotto Soudal - 3:18:29
2. Sam Bennett (IRL) Deceuninck-QuickStep - same time
3. Phil Bauhaus (GER) Bahrain Victorious
4. Michael Morkov (DEN) Deceuninck-QuickStep
5. Cees Bol (NED) Team DSM
General Classification:
1. Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2. Adam Yates (GBR) Ineos Grenadiers - 0:00:35
3. Joao Almeida (POR) Deceuninck-QuickStep - 0:01:02
4. Chris Harper (AUS) Jumbo-Visma - 0:01:42
5. Neilson Powless (USA) EF Education-Nippo - 0:01:45
As it stands in Pool A
1. Japan - Played 3, Won 3, Points 14
2. Ireland - Played 3, Won 2, Lost 1, Points 11
3. Scotland - Played 2, Won 1, Lost 1, Points 5
Remaining fixtures
Scotland v Russia – Wednesday, 11.15am
Ireland v Samoa – Saturday, 2.45pm
Japan v Scotland – Sunday, 2.45pm
Timeline
2012-2015
The company offers payments/bribes to win key contracts in the Middle East
May 2017
The UK SFO officially opens investigation into Petrofac’s use of agents, corruption, and potential bribery to secure contracts
September 2021
Petrofac pleads guilty to seven counts of failing to prevent bribery under the UK Bribery Act
October 2021
Court fines Petrofac £77 million for bribery. Former executive receives a two-year suspended sentence
December 2024
Petrofac enters into comprehensive restructuring to strengthen the financial position of the group
May 2025
The High Court of England and Wales approves the company’s restructuring plan
July 2025
The Court of Appeal issues a judgment challenging parts of the restructuring plan
August 2025
Petrofac issues a business update to execute the restructuring and confirms it will appeal the Court of Appeal decision
October 2025
Petrofac loses a major TenneT offshore wind contract worth €13 billion. Holding company files for administration in the UK. Petrofac delisted from the London Stock Exchange
November 2025
180 Petrofac employees laid off in the UAE