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  • Web

Profiles - MBA

Chen “Technology, designed creatively and thoughtfully, makes the world a better place. As a Tech Fellow, I am excited to learn from creative and thoughtful mentors and peers and innovate solutions to societal needs together. ” Tech areas of interest: AI/ML, civic... View Details
  • 15 Sep 2022
  • Research & Ideas

Looking For a Job? Some LinkedIn Connections Matter More Than Others

and anecdotal information, but despite having over 65,000 citations in the last 50 years, there have been no large-scale experimental causal tests of this theory as it relates to employment.” Enlisting a LinkedIn algorithm To put the... View Details
Keywords: by Michael Blanding
  • January 2021
  • Case

Anodot: Autonomous Business Monitoring

By: Antonio Moreno and Danielle Golan
Autonomous business monitoring platform Anodot leveraged machine learning to provide real-time alerts regarding business anomalies. Anodot’s solution was used in various industries in order to primarily monitor business health, such as revenue and payments, product... View Details
Keywords: Digital Platforms; Internet and the Web; Knowledge Sharing; Information Management; Sales; Value Creation; Product Positioning; Israel
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  • 23 Aug 2012
  • Working Paper Summaries

Field Evidence on Individual Behavior & Performance in Rank-Order Tournaments

Keywords: by Kevin J. Boudreau, Constance E. Helfat, Karim R. Lakhani & Michael Menietti
  • March–April 2023
  • Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis
Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details
Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing
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  • 05 May 2022
  • HBS Case

College Degrees: The Job Requirement Companies Seek, but Don't Really Need

than 70 percent of Black, Latinx, and rural workers from landing jobs, even though they may have the actual skills to do the required work. Many companies rely on machine learning algorithms that automatically weed out job applicants who... View Details
Keywords: by Jay Fitzgerald
  • 16 Dec 2022
  • Research & Ideas

Why Technology Alone Can't Solve AI's Bias Problem

human toll to letting algorithms do the work. “Maybe there is a bias from people who have been traditionally hiring men.” Searches on popular recruiting sites might seem like a neutral way to find prospective candidates, but their... View Details
Keywords: by Michael Blanding; Technology
  • 12 Apr 2022
  • Research & Ideas

Swiping Right: How Data Helped This Online Dating Site Make More Matches

we had no real idea what would prevail. So, this is where the scientific mystery lies,” he says. Applying dating algorithms to other industries, cautiously Platonic platforms could follow similar, industry-appropriate revelation models.... View Details
Keywords: by Kara Baskin
  • September 2011 (Revised July 2012)
  • Case

Building Watson: Not So Elementary, My Dear!

By: Willy Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details
Keywords: Technological Innovation; Standards; Product Development; Organizational Change and Adaptation; Mathematical Methods; Research and Development; Information Technology
Related
  • 13 Jan 2023
  • Research & Ideas

Are Companies Actually Greener—or Are They All Talk?

Most companies now account for social good in their financial reports in some way, but with regulation scattershot and evolving, it’s complicated for investors to assess so-called ESG reports. The disclosures, known as Environmental, Social, and Governance reports,... View Details
Keywords: by Rachel Layne
  • 14 Nov 2017
  • First Look

New Research and Ideas: November 14, 2017

October 2017 Negotiation Journal Prescriptions Based on a Realistic View of Human Behavior By: Bazerman, Max Abstract—No abstract available. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=53096 November–December 2017 Harvard Business Review Are You... View Details
Keywords: Carmen Nobel
  • 21 Sep 2023
  • HBS Seminar

Pinar Ozcan, Saïd Business School

  • 13 Jul 2021
  • Research & Ideas

Outrage Spreads Faster on Twitter: Evidence from 44 News Outlets

emotion.” Social media companies are well aware of this phenomenon, which is why their algorithms amplify highly emotional posts. They understand that showing users content that elicits emotion will keep them on their platforms longer.... View Details
Keywords: by Kristen Senz; Media & Broadcasting
  • 20 Nov 2019
  • Research & Ideas

It's No Joke: AI Beats Humans at Making You Laugh

each other for longer than five years. First, the participants rated jokes on a scale from “extremely funny” to “not funny at all.” Then, after seeing their partners’ ratings for four of the jokes, they predicted their partners’ ratings for eight more jokes. Meanwhile,... View Details
Keywords: by Dina Gerdeman
  • 22 Oct 2019
  • Research & Ideas

Use Artificial Intelligence to Set Sales Targets That Motivate

consistent rate, related to the firm’s growth objectives, only works in a stable market, in a stable industry, in a stable region. “That’s a lot of ‘ifs,’” Chung says. Putting artificial intelligence to work Artificial intelligence—an array of approaches that rely on... View Details
Keywords: by Michael Blanding
  • May 2017
  • Other Article

Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis

By: Andrew Hill, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty and Scott Jelinsky
BACKGROUND: The association of differing genotypes with disease-related phenotypic traits offers great potential to both help identify new therapeutic targets and support stratification of patients who would gain the greatest benefit from specific drug classes.... View Details
Keywords: Crowdsourcing; Genome-wide Association Study; Logistic Regression; Open Innovation; PLINK; Collaborative Innovation and Invention
Related
  • 11 Apr 2016
  • HBS Seminar

Pian Shu, Harvard Business School

  • 30 May 2024
  • Research & Ideas

Racial Bias Might Be Infecting Patient Portals. Can AI Help?

algorithms based on datasets such as those from the Boston Medical Center study raises the risk of entrenching inequities in the system, Stern says. “What if there were a way to develop a tool that would scan and repackage information to... View Details
Keywords: by Ben Rand; Health
  • 22 Nov 2022
  • Research & Ideas

When Agreeing to Disagree Is a Good Beginning

being, the more they wanted to work with them.” Key to these perceptions, the researchers found, was language. Using a language-processing algorithm designed by Imperial College Business School Assistant Professor Michael Yeomans (then a... View Details
Keywords: by Clea Simon, Harvard Gazette
  • 18 Jan 2022
  • Research & Ideas

How Eliminating Non-Competes Could Reshape Tech

Second, advanced software algorithms and data-based artificial intelligence algorithms account for increasing amounts of trade secrets in technology. These technologies rely on massive stores of distributed... View Details
Keywords: by Kristen Senz; Technology