

Call for Participation
We invite African students and researchers to participate in the 2nd Africa Summer School on Machine Learning for Data Mining and Search, sponsored by ACM SIGIR and SIGKDD, hosted at the University of Cape Town, and presented by leading international researchers.
The mission of the school is to enable students to learn about modern research challenges and methods in information retrieval and data mining; to stimulate scientific research and collaboration in these fields; and to grow a community of researchers, students, and industry professionals working on information retrieval and data mining across Africa with collaborations all around the world.
The target audience is junior faculty from institutions across Africa and advanced graduate students in Africa, with the vision that attendees take their new insights back to their home institutions to grow a vibrant research community in information retrieval and data mining. Some travel grants will be awarded to encourage participants who may not otherwise be able to attend.
The workshop will offer a week of lectures and labs for an audience of up to 50 students. Each day will centre around a broad theme in information retrieval and data mining and consist of lectures on aspects of that theme and hands-on lab time. The program will also include keynote addresses, panels, poster sessions and social events.
SPEAKERS

Daniel Campos Microsoft AI & R and University of Washington, USA

Benjamin Carterette (AFIRM 2020 Dean and Moderator) Spotify Research, USA

Charles Clarke School of Computer Science, University of Waterloo, Canada

Nick Craswell Microsoft Research, USA

Maria Eskevich CLARIN ERIC, The Netherlands

Nicola Ferro Department of Information Engineering, University of Padua, Italy

Fosca Giannotti KDD Lab, ISTI-CNR, Italy

Gareth Jones ADAPT Centre, Dublin City University, Ireland

Maria Keet University of Cape Town, South Africa

Maria Maistro University of Copenhagen, Denmark

Stan Matwin Faculty of Computer Science, Dalhousie University, Canada

Bhaskar Mitra Microsoft and University College London, Canada

Axel-Cyrille Ngonga Ngomo Paderborn University, Department of Computer Science, Data Science Group, Germany

Additional information is available at http://terpconnect.umd.edu/~oard/.
Doug Oard University of Maryland, College Park, USA

Dino Pedreschi KDD Lab, University of Pisa, Italy

Andreas Rauber Department of Information Systems Engineering, TU Wien - Vienna University of Technology, Austria

Hussein Suleman University of Cape Town, South Africa

Luis Torgo Faculty of Computer Science, Dalhousie University, Canada

Zeynep Akkalyoncu Yilmaz School of Computer Science, University of Waterloo, Canada

Emine Yilmaz University College London and Amazon
Provisional Programme
Monday 27 January 2020 | |
---|---|
0845 Welcome (Ben Carterette), LT2A 0900 Lecture - Introduction to Information Retrieval (Charlie Clarke, Zeynep Akkalyoncu Yilmaz), LT2A | |
1015 Coffee Break, Room 221 | |
1045 Lecture - Introduction to Information Retrieval (Charlie Clarke, Zeynep Akkalyoncu Yilmaz), LT2A | |
1200 Lunch, Room 221 | |
1300 Lab - Introduction to Information Retrieval (Charlie Clarke, Zeynep Akkalyoncu Yilmaz), Senior Lab | |
1430 Coffee Break, Room 221 | |
1500 Lab - Introduction to Information Retrieval (Charlie Clarke, Zeynep Akkalyoncu Yilmaz), Senior Lab | |
1630 Break | |
1700-1800 Keynote - IR4All: Building Search Engines for Everyone (Doug Oard), LT2A | |
Tuesday 28 January 2020 | |
0900 Lecture - Data Mining: From an ad-hoc art form to solid, reproducible processes leading to transparent and accountable outcomes (Andreas Rauber), LT2A | |
1015 Coffee Break, Room 221 | |
1045 Lecture - Data Mining: From an ad-hoc art form to solid, reproducible processes leading to transparent and accountable outcomes (Andreas Rauber), LT2A | |
1200 Lunch, Room 221 | |
1300 Lab - Data Mining: From an ad-hoc art form to solid, reproducible processes leading to transparent and accountable outcomes (Andreas Rauber), Senior Lab | |
1430 Coffee Break, Room 221 | |
1500 Lab - Data Mining: From an ad-hoc art form to solid, reproducible processes leading to transparent and accountable outcomes (Andreas Rauber), Senior Lab | |
1630 Break | |
1700-1800 Poster Reception, Room 221 | |
Wednesday 29 January 2020 | |
0900 Lecture - The Role of Evaluation for Search (Nicola Ferro and Maria Maistro), LT2A | 0900 Lecture - Fact Checking (Axel-Cyrille Ngonga Ngomo), Room 220 |
1015 Coffee Break, Room 221 | |
1045 Lecture - The Role of Evaluation for Search (Nicola Ferro and Maria Maistro), LT2A | 1045 Lecture - Fact Checking (Axel-Cyrille Ngonga Ngomo), Room 220 |
1200 Lunch, Room 221 | |
1300 Lab - The Role of Evaluation for Search (Nicola Ferro and Maria Maistro), Senior Lab | 1300 Lab - Fact Checking (Axel-Cyrille Ngonga Ngomo), Ishango Lab |
1430 Coffee Break, Room 221 | |
1500 Lab - The Role of Evaluation for Search (Nicola Ferro and Maria Maistro), Senior Lab | 1500 Lab - Fact Checking (Axel-Cyrille Ngonga Ngomo), Ishango Lab |
1630 Break | |
1700-1800 Keynote - IR and DM for Development (Hussein Suleman), LT2A | |
2100 (Optional) Panel - How to do research (Chairs: Ben Carterette, Lighton Phiri), All Africa House Seminar Room | |
Thursday 30 January 2020 | |
0900 Lecture - Crowdsourcing for Language and Multimedia Research (Gareth Jones and Maria Eskevich), LT2A | 0900 Lecture - Spatio-Temporal Data Mining: Methods and applications to ocean data (Stan Matwin and Luis Torgo), Room 220 |
1015 Coffee Break, Room 221 | |
1045 Lecture - Crowdsourcing for Language and Multimedia Research (Gareth Jones and Maria Eskevich), LT2A | 1045 Lecture - Spatio-Temporal Data Mining: Methods and applications to ocean data (Stan Matwin and Luis Torgo), Room 220 |
1200 Lunch, Room 221 | |
1230 Optional External Event: School of IT Seminar, AI and Data Science for Conservation (Tanya Berger-Wolf), Room 302 | |
1330 Lab - Crowdsourcing for Language and Multimedia Research (Gareth Jones and Maria Eskevich), Senior Lab | 1330 Lab - Spatio-Temporal Data Mining: Methods and applications to ocean data (Stan Matwin and Luis Torgo), Ishango Lab |
1500 Coffee Break, Room 221 | |
1515 Lab - Crowdsourcing for Language and Multimedia Research (Gareth Jones and Maria Eskevich), Senior Lab | 1515 Lab - Spatio-Temporal Data Mining: Methods and applications to ocean data (Stan Matwin and Luis Torgo), Ishango Lab |
1645 Break | |
1700-1800 Keynote (Maria Keet), LT2A | |
1900 School Dinner, Gold Restaurant | |
Friday 31 January 2020 | |
0900 Lecture - Learning to Rank for Information Retrieval with Neural Networks (Bhaskar Mitra, Nick Craswell, Emine Yilmaz and Daniel Campos), LT2A | 0900 Lecture - Explainable Machine Learning for Trustworthy Artificial Intelligence (Fosca Giannotti and Dino Pedreschi), Room 220 |
1015 Coffee Break, Room 221 | |
1045 Lecture - Learning to Rank for Information Retrieval with Neural Networks (Bhaskar Mitra, Nick Craswell, Emine Yilmaz and Daniel Campos), LT2A | 1045 Lecture - Explainable Machine Learning for Trustworthy Artificial Intelligence (Fosca Giannotti and Dino Pedreschi), Room 220 |
1200 Lunch, Room 221 | |
1300 Lab - Learning to Rank for Information Retrieval with Neural Networks (Bhaskar Mitra, Nick Craswell, Emine Yilmaz and Daniel Campos), Senior Lab | 1300 Lab - Explainable Machine Learning for Trustworthy Artificial Intelligence (Fosca Giannotti and Dino Pedreschi), Ishango Lab |
1430 Coffee Break, Room 221 | |
1500 Lab - Learning to Rank for Information Retrieval with Neural Networks (Bhaskar Mitra, Nick Craswell, Emine Yilmaz and Daniel Campos), Senior Lab | 1500 Lab - Explainable Machine Learning for Trustworthy Artificial Intelligence (Fosca Giannotti and Dino Pedreschi), Ishango Lab |
1630 Break | |
1700-1800 Panel on Research in ML for IR and DM in Africa (Chair: Tamer Elsayed), LT2A | |
1800 Closing Ceremony, LT2A |
Registration
All participants
USD100- All lectures, labs and keynotes
- All lunches and coffee/tea, welcome reception and school reception
LOCATION
Main Venue
Upper Campus
University of Cape Town
Cape Town, South Africa
Directions to get to UCT Upper Campus
Lab Venues
Computer Science Senior Lab / Ishango Lab
Level 2A / 1
Computer Science Building
UCT Upper Campus Map
TRAVEL AND ACCOMMODATION
Travel to Cape Town
There are regular direct flights to Cape Town International Airport from some international cities, and hourly connections from O R Tambo International Airport in Johannesburg.
Upon arrival, use a registered taxi or shuttle service (e.g., City Hopper, Sport Shuttle) or Uber taxi for the 15km journey to your accommodation. The MyCiti bus service only goes to the city centre.
Recommended Accommodation
UCT All Africa House ($/$$)
UCT offers basic visiting scholar accommodation for academics at All Africa House, which is close to the main campus.
Guesthouses near UCT ($$)
The following guesthouses are close to the university and may be booked online on hotels.com/booking.com.
- Devonshire House, 6 Lovers Walk, Rondebosch
- Knightsbury Guesthouse, 15 Linkoping Road, Rondebosch
- Little Scotia Guesthouse, 5 Rustenburg Avenue, Rondebosch
- Riversong Guesthouse, 14 Esme Road, Newlands
Hotels near UCT ($$$)
The following hotels are close to the university and may be booked online on hotels.com/booking.com.
- Park Inn by Radisson Newlands, 10 Hemlock Street, Newlands
- Southern Sun Newlands, 7 Main Road, Newlands
There will be a daily shuttle service to/from these hotels.
Organisers

Tamer Elsayed Qatar University, Qatar AFIRM 2020 General Co-Chair

Hussein Suleman University of Cape Town, South Africa AFIRM 2020 General Co-Chair

Tanya Berger-Wolf Director, Translational Data Analytics Institute, The Ohio State University, USA Programme Co-Chair

Maria Keet University of Cape Town, South Africa Programme Co-Chair

Fabrizio Sebastiani Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche, Italy Programme Co-Chair

Benjamin Carterette Spotify Research, USA Steering Committee Chair
Maria Maistro, University of Copenhagen, Denmark
Douglas Oard, University of Maryland, USA
Iadh Ounis, University of Glasgow, UK
Lighton Phiri, University of Zambia, Zambia
Barbara Poblete, University of Chile, Chile
Matteo Riondato, Amherst College, USA
Mark Sanderson, RMIT University, Australia
Guido Zuccon, The University of Queensland, Australia
Diane Kelly, SIGIR representative, University of Tennessee Knoxville
Jian Pei, SIGKDD representative, Simon Fraser University
Abdigani Diriye, IBM Kenya
Ricardo Baeza-Yates, NTENT / Northeastern University
Lighton Phiri, University of Zambia
Reuben Dlamini, University of the Witwatersrand
Douglas Oard, University of Maryland
CONTACT
Hussein Suleman <hussein@cs.uct.ac.za>
Tamer Elsayed <telsayed@qu.edu.qa>