Talks and Workshops
					Innovative Teacher Nominee for 2017 
				    The Innovative Teacher Award recognises faculty members who make significant contributions to promoting new ways of teaching that have an impact on enhancing learning. The candidate would be a faculty member who introduces, develops, and/or promotes creative approaches to teaching and learning.
			
								 ICDL Digital Literacy Day 2017  
 
								Perception and Reality - Digital Literacy Skills
								
								ICDL Asia carried out digital literacy study in Singapore which is an essential skill for everyday life.  The goal of the study is to discover the digital skills gaps in youth community in Singapore.  Singapore is considered to be digitally advanced country where the youth have access to the latest technology and gadgets. At the same time, it is imperative for youth to possess relevant digital skills for the future-ready and healthy economy.
								
								
								Speaker: Dr Swapna Gottipati, Assistant Professor of Information Systems (Education), Singapore Management University
								Singapore Management University
								
				
						Innovative Teacher Nominee for 2016 
							    The Innovative Teacher Award recognises faculty members who make significant contributions to promoting new ways of teaching that have an impact on enhancing learning. The candidate would be a faculty member who introduces, develops, and/or promotes creative approaches to teaching and learning.
			
				 SMU Innovation Week | Sep 2016  
				 Talk 
				Experiential Learning in Data Warehousing and Business Analytics Course 
				
				The speaker shares the experiences of UNI-X course from School of Information Systems, Data Warehousing and Business Analytics, offered to IS year 3 and year 4 undergraduates. She addresses the content and pedagogy aspects converting an existing data warehousing course into a university experiential learning course. Finally, share she lessons learnt and experiences in executing the course.
				
				
				Speaker: Dr Swapna Gottipati, Assistant Professor of Information Systems (Education), Singapore Management University
				Singapore Management University
				
				
					 ICCE Tutorial | Dec 2016  
					 Tutorial 
					Curriculum Analytics: Concepts, Techniques and Tools 
					Gain insights into the curriculum 
					
					The tutorial will introduce the concept of curriculum analysis and curriculum analytics, key components of a curriculum analytics framework, and application of curriculum analytics at the individual course or program level. The tutorial will also cover analytics techniques and tools relevant to curriculum analytics such as clustering, data visualization, and text analytics. Additionally, we will look at emerging and likely future trends in this field. The tutorial will include examples and exercises for participants' practice and discussion.
					
					
					Organisers:Dr Venky Shankararaman Professor of Information Systems (Education),  Dr Swapna Gottipati, Assistant Professor of Information Systems (Education), Singapore Management University
					Singapore Management University
					
				
				 Professional Development Workshop | Aug 2016 
				
					 Workshop
					
For dataset please click:  DATASET FOR LAB   
				1. Download  Dataset1  for GoodFurnish Pte Ltd.
				
				2. Download  Dataset2  for GoodCompSoft Pte Ltd.
				
					Business Analytics - Making Sense of Big Data for Accounting Professionals  
					The two-day workshop focuses on how an organisation can leverage information through business analytics to achieve its goals. Participants will learn how to identify the information needs of an organisation as well as information that would drive competitive advantage.
					
					Speakers: Dr Gary Pan, CA Singapore, FCPA Australia, Dr Venky Shankararaman, Dr Swapna Gottipati
					
			
					 MyCompetencies: Competency tracking mobile application for is students| April 2016 
					 Talk  
					MyCompetencies: Competency tracking mobile application for is students
					
					
					Speakers: Dr Swapna Gottipati, Assistant Professor of Information Systems (Education), Singapore Management University
					Singapore Management University
					
					
					The overall aim of learning outcomes and competency based education is to improve the efficiency and effectiveness of higher education. It's important to track regularly student's competency acquisition so that the faculty can improve the teaching delivery and adapt the content accordingly. Student based self-assessment of competency tracking on a weekly basis aids faculty to intervene in course delivery process for effective teaching and learning experience. It also helps students to have a better understanding of their competency levels and accordingly prepare for weekly sessions. To enable students to self-assess the competencies in more structured format, there is a need for a systematic tracking tool. Additionally, it is also important for this tool to leverage on the latest technology for enhancing user friendliness and provide pervasive access through mobile technology. In this paper, we present a mobile web application, MyCompetencies, which enables faculty and students to track competencies on a weekly basis.
				
				 Professional Development Workshop | Feb 2015 
				
 
					 Workshop
					
					Business Analytics - Making Sense of Big Data for Accounting Professionals  
					The two-day workshop focuses on how an organisation can leverage information through business analytics to achieve its goals. Participants will learn how to identify the information needs of an organisation as well as information that would drive competitive advantage.
					
					Speakers: Dr Gary Pan, CA Singapore, FCPA Australia, Dr Venky Shankararaman, Dr Swapna Gottipati
					
				
					 International Conference on Computers in Education | Dec 2014 
 
					 Talk 
					Analyzing Course Competencies: What can Competencies Reveal about the Curriculum?
					
					
					Speaker: Dr Swapna Gottipati, Assistant Professor of Information Systems (Education), Singapore Management University
					Singapore Management University
					
				
			
				     Talk  
						Text Analytics: Decoding 90% Unstructured Data  
						Swapna will speak on the importance of text analytics in interpreting unstructured data and share examples of the use of text analytics across industries.
						
						Speaker: Swapna Gottipati, Assistant Professor of Information Systems (Education), Singapore Management University
						
				
					 Workshop 
					Predictive and Decision Analytics for proactive business processes in Emergency Room and Outpatient Clinic Services
					
					
					Speakers: Kar Way Tan, Swapna Gottipati and Lian Chee Koh 
					Singapore Management University
					
				
									 Talk 
									An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification 
									
									
									Speaker: Swapna Gottipati, Assistant Professor of Information Systems (Education) 
									Singapore Management University
									
				
									 Workshop 
									Business Analytics - Making Sense of Big Data for Accounting Professionals  
									The two-day workshop focuses on how an organisation can leverage information through business analytics to achieve its goals. Participants will learn how to identify the information needs of an organisation as well as information that would drive competitive advantage.
									
									Speakers: Dr Gary Pan, CA Singapore, FCPA Australia, Dr Venky Shankararaman, Dr Swapna Gottipati