词条 | Kanjoya |
释义 |
| name = Kanjoya Inc. | logo = Kanjoya-Inc-logo.png | type = Privately Held Company | industry = Human Capital Management Sentiment Analysis Employee Engagement | fate = Acquired by Ultimate Software | founded = 2006 | hq_location = San Francisco, California | key_people = Armen Berjikly CEO & Founder Neil Sheth, CTO Moritz Sudhof, Chief Scientist Erik Darby, CRO | website = kanjoya.com }} Kanjoya was an enterprise software-as-a-service (SaaS) company that developed natural language processing (NLP) based artificial intelligence to understand, measure, and improve customer and employee experience. Founded in 2006 by Armen Berjikly, the company was acquired by Ultimate Software in 2016.[1][2] It had raised approximately $13.5M USD in venture capital from investors including Floodgate, Baseline Ventures, and DE Shaw,[3] and counted clients including Intel, Twitter, and Zendesk. HistoryHeadquartered in San Francisco, Kanjoya's vision was to deliver "empathy through technology."[4] The company's core intellectual property was a significant advance in sentiment analysis enabling real-time recognition of over 100 human emotions in written text, with greater accuracy than could be expected of human analysts.[5] In its development phase, preliminary applications of Kanjoya's technology included measuring the emotional reaction of audiences during political debates,[6] understanding how advertisements made consumers feel,[7] and analyzing consumer sentiment to successfully predict future actions of the Federal Reserve Board.[8] Eventually, Kanjoya focused product development on understanding employee sentiment in the workplace[9], through inputs including open-ended survey questions and performance reviews. Berjikly noted: "The area that we thought we could make the most impact, where people were the least understood, but yet affected the biggest part of their lives was [the] employee world.[10]" ProductsAt the time of its acquisition, Kanjoya marketed three software-as-a-service offerings:
All solutions focussed on understanding employee's qualitative feedback in addition to more traditional quantitative insights.[16] RecognitionsKanjoya was awarded Awesome New Startup at the 2015 HR Technology Conference;[17] and named Gartner's “Cool Vendor in Human Capital Management, 2016.[18]” In a research partnership with the Federal Reserve Board, it was shown that Kanjoya's technology "outperforms the University of Michigan index of consumer sentiment for predicting macroeconomic series such as output and unemployment.[19]" References1. ^{{Cite news|url=https://www.reuters.com/article/idUSFWN1C60LK|title=BRIEF-Ultimate Software acquires cloud workforce intelligence...|date=2016-09-30|work=Reuters|access-date=2018-12-13|language=en}} 2. ^{{Cite web|url=https://www.forbes.com/sites/joshbersin/2017/01/30/a-new-wave-of-hr-technology-consolidation-begins/|title=A New Wave Of HR Technology Consolidation Begins|last=Bersin|first=Josh|website=Forbes|language=en|access-date=2019-02-28}} 3. ^{{Cite web|url=https://www.crunchbase.com/organization/experience-project#section-funding-rounds|title=Kanjoya|last=|first=|date=|website=Crunchbase|archive-url=|archive-date=|dead-url=|access-date=2018-12-12}} 4. ^{{Cite web|url=https://www.entrepreneur.com/article/320963|title=How to Make Your Startup's Acquisition a Beginning, Not an End|last=Berjikly|first=Armen|date=2018-10-15|website=Entrepreneur|language=en|access-date=2018-12-13}} 5. ^{{Cite web|url=http://fortune.com/2015/10/09/big-data-performance-review/|title=How big data can take the pain out of performance reviews|website=Fortune|language=en|access-date=2018-12-13}} 6. ^{{Cite news|url=http://articles.latimes.com/2012/jan/21/news/la-what-sentiment-analysis-can-and-cannot-tell-us-about-the-gop-race-20120121|title=What sentiment analysis can and cannot tell us about the GOP race|last=Garvey|first=Megan|date=2012-01-21|work=Los Angeles Times|access-date=2018-12-13|language=en-US|issn=0458-3035}} 7. ^{{Cite web|url=https://latimesblogs.latimes.com/showtracker/2012/02/madonnas-super-bowl-halftime-show-divides-twitter.html?fb_comment_id=10150541063918095_20756567|title=Madonna's Super Bowl halftime show divides Twitter|date=2012-02-05|website=LA Times Blogs - Show Tracker|language=en-US|access-date=2018-12-13}} 8. ^{{Cite web|url=https://www.frbsf.org/economic-research/files/wp2017-01.pdf|title=Measuring News Sentiment|last=|first=|date=2017-03-01|website=Federal Reserve Board, San Francisco|archive-url=|archive-date=|dead-url=|access-date=2018-12-11}} 9. ^{{Cite web|url=https://venturebeat.com/2012/08/03/yammer-kanjoya-sentiment-analysis/|title=Office gossips, be warned. Yammer now tracks office-wide emotions|date=2012-08-03|website=VentureBeat|language=en-US|access-date=2019-02-28}} 10. ^{{Cite web|url=https://www.fastcompany.com/3045899/the-growing-business-of-detecting-unconscious-bias|title=The Growing Business Of Detecting Unconscious Bias|last=Giang|first=Vivian|date=2015-05-05|website=Fast Company|language=en-US|access-date=2018-12-13}} 11. ^{{Cite web|url=https://www.theatlantic.com/technology/archive/2016/09/the-algorithms-that-tell-bosses-how-employees-feel/502064/|title=The Algorithms That Tell Bosses How Employees Are Feeling|last=Waddell|first=Kaveh|date=2016-09-29|website=The Atlantic|language=en-US|access-date=2019-02-28}} 12. ^{{Cite web|url=http://fortune.com/2015/10/09/big-data-performance-review/|title=How big data can take the pain out of performance reviews|website=Fortune|language=en|access-date=2019-02-28}} 13. ^{{Cite web|url=https://searchhrsoftware.techtarget.com/feature/Machine-learning-drives-Kanjoya-performance-review-software|title=Machine learning drives Kanjoya performance review software|website=SearchHRSoftware|language=en|access-date=2019-02-28}} 14. ^{{Cite web|url=https://www.ibtimes.com/tinder-diversity-can-code-help-silicon-valley-find-retain-minority-engineers-2133094|title=Tinder, But For Diversity: Can Code Help Silicon Valley Find And Retain Minority Engineers?|date=2015-10-14|website=International Business Times|access-date=2018-12-13}} 15. ^{{Cite web|url=https://www.fastcompany.com/3045899/the-growing-business-of-detecting-unconscious-bias|title=The Growing Business Of Detecting Unconscious Bias|last=Giang|first=Vivian|date=2015-05-05|website=Fast Company|language=en-US|access-date=2019-02-28}} 16. ^{{Cite web|url=https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapid=44738611|title=Company Overview of Kanjoya, Inc.|last=|first=|date=2008-12-12|website=Bloomberg|archive-url=|archive-date=|dead-url=|access-date=2008-12-12}} 17. ^{{Cite web|url=https://www.tlnt.com/hr-tech-2015-awesome-new-startups-for-hr-you-need-to-know-about/|title=HR Tech 2015: Awesome New HR Startups You Need to Know About|date=2015-10-19|website=ERE Media|language=en-US|access-date=2018-12-13}} 18. ^{{Cite web|url=https://www.gartner.com/doc/3312017/cool-vendors-human-capital-management|title=Cool Vendors in Human Capital Management, 2016|website=www.gartner.com|access-date=2018-12-13}} 19. ^{{Cite journal|last=Hollrah|first=Christopher|last2=Sinha|first2=Nitish Ranjan|last3=Sharpe|first3=Steven A.|date=2017-11-03|title=What's the Story? A New Perspective on the Value of Economic Forecasts|url=https://papers.ssrn.com/abstract=3065486|language=en|location=Rochester, NY}} 2 : Software companies based in California|Companies based in San Francisco |
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