This article draws your attention to the design, development, deployment, and refinement of cognitive computing systems (CCSs). While CCSs are deployed in a variety of fields yielding benefits exceeding expectations, there are also major failures. Lack of appreciation for the differences inherent in developing a CCS versus a traditional software system is key to these failures. To assist in developing successful CCSs and to derive benefits from them, the authors offer a set of nine key recommendations based on their examination of over two dozen systems. They conclude that CCSs will be a dominant technology that will permeate all business operations for the foreseeable future.
The IBM Center for the Business of Government released my new report today.
Delivering Artificial Intelligence in Government: Challenges and Opportunities
This report reviews recent progress made in applying artificial intelligence to public sector service provision, drawing on lessons learned from commercial experience as well as burgeoning cognitive computing activity by Federal, State, local, and international governments.
To access the report, please click here.
I will be spending time at the Università Bocconi during March 2018 as a Visiting Professor. I will deliver several lectures as part of the Innovation and Big Data in the Public Sector course taught by my colleague, Prof. Maria Cucciniello. In addition, I will be working on several research projects with colleagues in Milan.
Source: December 8, 2017 – Governing
I will be visiting colleagues at Audencia Business School (France), University of Antwerp (Belgium), and Lancaster University (England) over the next couple of weeks. During my visit, I will deliver several public lectures, attend research forums, and work on collaborative research projects.
Audencia Business School - Research presentation: November 13, 2017
Antwerp Management School – Research presentation: November 15, 2017; IT Governance Discussion with Graduate Students
Lancaster University Management School – Research presentation: November 16, 2017; Centre for Technological Futures Round Table
My colleagues will be attending the 51st Hawaii International Conference on System Sciences to present our research.
Factors Promoting the Collection of Performance Measurement: Evidence from US Local Governments
Performance measurement has gained significant importance around the world. Many governments are adopting performance measurement as a part of reform efforts. Despite the widespread practitioner attention, academic studies are inconclusive about the impact of performance measurement in the public sector. Moreover, while studies have examined what factors influence the adoption of performance measures and its impact, they have paid relatively less attention to the use of different types of performance measures. To fill this gap, this study examines: (1) what types of performance measures are collected by US local governments and; (2) how organizational, technical, and external factors influence the collection of performance measurement. Leveraging survey data, we conduct cluster analysis and qualitative comparative analysis (QCA) to study factors that impact the collection of performance measures. The findings of QCA highlight that no single condition dominates the collection of performance measurement, rather different combinations of organizational and external factors influence the outcome. The paper concludes by discussing the implications for local policymakers and managers.
The 2016 US Presidential Election on Facebook: An Exploratory Analysis of Sentiments
Social media platforms are valuable tools for political campaigns. In this study, we analyze a dataset representing over 22 thousand Facebook posts by candidates and over 48 million comments to understand the nature of online discourse. Specifically, we study the interaction between political candidates and the public during the 2016 presidential elections in the United States. We outline a novel method to classify commentators into four groups: strong supporters, supporters, dissenters, and strong dissenters. Comments by each group on policy-related topics are analyzed using sentiment analysis. Finally, we discuss avenues for future research to study the dynamics of social media platforms and political campaigns.
Saud Alashri (Arizona State University), Srinivasa Srivatsav Kandala (Arizona State University), Vikash Bajaj (Arizona State University), Emily Parriott (Georgia Tech), Yukika Awazu (IÉSEG School of Management)
Cognitive Computing @ Brookings Institution Tech Tank
- “Learning from Public Sector Experimentation with Artificial Intelligence,” (w/Krishnamurthy, R. and Dawson, G.S.) June 23, 2017.
- “Chatbots Move Public Sector towards Artificial Intelligence,” (w/Krishnamurthy, R.) June 2, 2017.
Performance Analytics Project Report
- “The State of Performance Analytics in Local Government: Analysis of Measures,” (2/ Dawson, G.S., Ho, A. T-K., and Krishnamurthy, R.) Technical Report, Alliance for Innovation, April 2017, 32 pages. (see project page)
- Panel proposal accepted for the 2017 Annual Conference of the Assoc. for Budgeting & Financial Management (w/ Ho, A. T-K., Thurmaier, K., de Jong, M., Joyce, P., and Savage, J.)
Information Systems Research that Makes a Difference: A Modest Proposal
I believe that research needs to be conducted in a manner that advances the greater public good, especially in fields that are of an applied nature (business, engineering, public policy, etc.). Research done with the sole intention of producing a journal article or conference paper is not good enough. Academia has a special responsibility to generate knowledge that advances society. Studying complex phenomenon requires us to undertake research that (1) draws on multiple disciplines, (2) engages a diverse group of stakeholders, (3) appreciates a plurality of research approaches, and (4) communicates to a diverse set of audiences. Executing inter-disciplinary research is no easy feat to accomplish. Researchers face daunting challenges from the onset, beginning with the inception of ideas, and then continuing to the crafting of problem statements, executing the research process, and communicating the results via publications in academic and practitioner outlets. However, these challenges should not be viewed as an excuse to abandon inter-disciplinary research in favor of narrowly focused research exercises.
In this talk, I will offer personal reflections on how to structure research programs to maximize several goals. First, to ensure the efficiency and effectiveness of the research process. Second, to maximize the potential that research outputs will be accepted by scholarly and practitioner communities. Third, to work with stakeholders to leverage the knowledge that is generated, to advance societal outcomes. I will share examples from a wide range of projects to elaborate on how scholars can build agile, responsive, and responsible research projects that have relevance beyond the ivory tower.
I will present a method (process) for executing inter-disciplinary research that has served me well. Illustrative examples of research projects will be used to exemplify this process and outline strategies for researchers to consider when conducting inter-disciplinary research projects. I will pay particular attention to global research projects that are interdisciplinary in nature. In addition to sharing lessons about what works, I will openly share some of the trials and tribulations that I have encountered along the way.
The Aspen Institute released a report on Science & Civics: A Guide for Collaborative Action.
Today, it is necessary and urgent to defend the vital role of science in a healthy civic life. This report begins with the premise that there is a gap in both civic literacy and scientific literacy in the United States. The Aspen Institute’s Citizenship and American Identity Program (CAI) believes that these two trends are connected – and that addressing them together is vital to cultivating a citizenry capable of informed self-government. Through the Science & Civics Initiative, CAI aims to help scientists become more powerful citizens and enable citizens to make sense of the world and its complex problems more like scientists. The goal of this report is to outline a path of collaborative action for both civic groups and scientists.
I had the pleasure to contribute ideas to this report. Other contributors to the report include:
Shannon Dosemagen, Executive Director of Public Lab New Orleans
Dr. John Falk, Sea Grant Professor of Free Choice Learning at Oregon State University
Leetha Filderman, President and COO of PopTech
Ira Flatow, Host and Executive Producer of Science Friday
Cary Funk, Associate Director of Research on Science and Society at Pew Research Center
Thomas Kalil, Deputy Director for Policy for the White House Office of Science and Technology Policy
Dr. Leandris Liburd, Associate Director for Minority Health and Health Equity at the Center for Disease Control and Prevention
Dietram Scheufele, John E. Ross Chair in Science Communication in the Department of Life Sciences Communication at the University of Wisconsin–Madison
Brooke Smith, Executive Director of Compass