Algorithms - Publications - Faculty & Research

13 May 2022
Research & Ideas

Company Reviews on Glassdoor: Petty Complaints or Signs of Potential Misconduct?

by the same firms from 2008 and 2017. They then trained a machine-learning algorithm on the text, letting it independently decide which words were most highly associated with eventual violations. The words that rose to the top ranged from... View Details

Keywords: by Michael Blanding; Technology

01 May 2019
What Do You Think?

What Should the Leadership of YouTube Do?

Silicon Valley's culture as a whole—‘an algorithm solves everything’ and ‘just put it out and we'll fix it later.’ In traditional media, for example, considerable debate can go into the production of a program ... With YouTube, Facebook,... View Details

Keywords: by James Heskett; Entertainment & Recreation; Media & Broadcasting

13 Nov 2019
Research & Ideas

Don't Turn Your Marketing Function Over to AI Just Yet

how new products or services would perform at various prices or with different characteristics. The machine learning algorithms that might power such a device are, at least for now, incapable of producing such promising results. But what... View Details

Keywords: by Kristen Senz

2023
Article

Association Between Regulatory Submission Characteristics and Recalls of Medical Devices Receiving 510(k) Clearance

By: Alexander O. Everhart, Soumya Sen, Ariel D. Stern, Yi Zhu and Pinar Karaca-Mandic

Importance: Most regulated medical devices enter the U.S. market via the 510(k) regulatory submission pathway, wherein manufacturers demonstrate that applicant devices are “substantially equivalent” to 1 or more “predicate” devices (legally marketed medical devices... View Details

Keywords: Recalls; Governing Rules, Regulations, and Reforms; Medical Devices and Supplies Industry

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20 Oct 2010
Op-Ed

Export Competitiveness: Reversing the Logic

data, including the export profile. While the export-oriented growth model (or frameworks such as the Washington consensus) provides a recipe to be used pretty much the same way across different countries, the competitiveness approach suggests a conceptual View Details

Keywords: by Christian Ketels

Research Summary

Overview

By: Roberto Verganti

Roberto’s research focuses on how to create innovations that are meaningful for people, for society, and for their creators. He explores how leaders and organizations generate radically new visions, and make those visions come real. His studies lie at the intersection... View Details

Keywords: Integrated Design; Strategy; Design Thinking; Innovation; Artificial Intelligence; Design; Technology; Leadership; Innovation Strategy

21 Aug 2017
Lessons from the Classroom

Companies Love Big Data But Lack the Strategy To Use It Effectively

managers, HR specialists, and data scientists work together to use data to improve employee-related decisions and practices. New analytic approaches and new sources of digital data are starting to revolutionize this field, he said, such as View Details

Keywords: by Dina Gerdeman

12 Oct 2022
Research & Ideas

When Design Enables Discrimination: Learning from Anti-Asian Bias on Airbnb

and 334,906 reviews in New York City, one of Airbnb’s major markets. Using reviews as a proxy for bookings, the researchers tracked reviews for the year before and the year after the pandemic began. They turned to NamePrism, a publicly available View Details

Keywords: by Pamela Reynolds; Technology; Travel

02 Oct 2017
What Do You Think?

Do Bitcoin and Digital Currency Have a Future?

in less than 30 seconds. "In one case, $35 million was raised in less than 30 seconds" The most highly developed of the digital currencies is Bitcoin, the product of an ingenious and secretive tech programmer who developed a complex View Details

Keywords: by James L. Heskett; Financial Services

17 Aug 2021
Research & Ideas

Can Autonomous Vehicles Drive with Common Sense?

kill only one. While such damned-if-you-do-damned-if-you-don’t ethical dilemmas have traditionally been the focus of public debates about AV algorithm design, they are the wrong way to look at the issue, say De Freitas and his co-authors,... View Details

Keywords: by Michael Blanding; Auto

30 Jun 2003
Research & Ideas

Are You Supporting Your B Players?

whether it's learning algorithms or derivatives or parenting or riding a bicycle." "One of the things we find is that if you ignore [B players] long enough, they begin to see themselves as low performers," DeLong said.... View Details

Keywords: by Martha Lagace

11 Oct 2024
Research & Ideas

How AI Could Ease the Refugee Crisis and Bring New Talent to Businesses

algorithms for matching refugees and asylum seekers to host countries based on their likelihood of finding successful employment. “Can we build algorithms that will help find better matches that will allow... View Details

Keywords: by Ben Rand; Technology; Information Technology

08 Feb 2016
Research & Ideas

The Civic Benefits of Google Street View and Yelp

to use it, and when not to use it.” Taming the data flow To get a handle on all this data and to better predict outcomes of policies, Luca believes cities need to develop algorithms to coordinate their own data with online information. In... View Details

Keywords: by Michael Blanding; Consumer Products

19 Nov 2019
Op-Ed

Gender Bias Complaints against Apple Card Signal a Dark Side to Fintech

Twittersphere that they would investigate. Technology is undeniably transforming the financial services industry. Fintechs, Big Tech, and banks are using increasing volumes of data, artificial intelligence, and machine learning to build new View Details

Keywords: by Karen G. Mills; Financial Services

11 Apr 2017
First Look

First Look at New Research, April 11

calculations—are powerful. Even though algorithms often outperform human judgment, people resist allowing a numerical formula to make decisions for them (Dawes, 1979). Nevertheless, people increasingly depend on View Details

25 Oct 2017
Research & Ideas

Will Machine Learning Make You a Better Manager?

think about binge-watching The Good Place. “You look for prior patterns and use them to discover what the future may hold,” says Teodorescu. As algorithms have become increasingly advanced, they may start knowing us better than we know... View Details

Keywords: by Michael Blanding; Information Technology

20 Mar 2018
First Look

First Look at New Research and Ideas, March 20, 2018

which builds upon the Thompson sampling algorithm used for multi-armed bandit problems by incorporating inventory constraints into the model and algorithm. Our algorithm proves to have both strong... View Details

Keywords: Sean Silverthorne

16 Aug 2017
Research & Ideas

Researchers Use Google Street View to See the Future of Cities

response to the question, “Which place looks safer?” Those pairwise comparisons were converted into ranked scores. Artificial intelligence algorithms were used to teach a computer to predict scores from image features like shapes,... View Details

Keywords: by Michael Blanding; Real Estate

09 Oct 2018
First Look

New Research and Ideas, October 9, 2018

case:https://hbsp.harvard.edu/product/519017-PDF-ENG Harvard Business School 619-014 Zebra Medical Vision An Israeli startup founded in 2014, Zebra Medical Vision developed algorithms that produced diagnoses from X-rays, mammograms, and... View Details

Keywords: Dina Gerdeman

27 Feb 2012
Research & Ideas

When Researchers Cheat (Just a Little)

John calls them, such as selectively reporting studies that achieved positive results, to "academic felonies" such as falsifying data. Measuring Truthfulness The participants' scores were determined by a truth-telling algorithm... View Details

Keywords: by Katie Johnston; Education

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