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project, co-founded in 1999 by Havasi, who continues to serve as its director. The OCMS knowledge base has since been combined with knowledge from other crowdsourced resources to become
ConceptNet. ConceptNet consists of approximately 28 million statements in 304 languages, with full support for 10
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in 2012. Its first institutional funding round of $ 6.5 was completed in July 2014, led by Acadia Woods with participation from Japan’s
Digital Garage. The company followed that with a $ 10M series B funding round in December 2018, led by DVI Equity Partners, with participation from Liberty Global
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such as contact center interactions, chatbot and live chat transcripts, product reviews, open-ended survey responses, and email. Luminoso's software identifies and quantifies patterns and relationships in text-based data, including domain-specific or creative language. Rather than human-powered
308:
Commercial applications include analyzing, prioritizing, and routing contact center interactions; identifying consumer complaints before they begin to trend; and tracking sentiment during product launches. The software natively analyzes text in fourteen languages, as well as emoji.
353:. At SemEval 2017, Luminoso participated in Task 2, measuring the semantic similarity of word pairs within and across five languages. Its solution outperformed all competing systems in every language pair tested, with the exception of
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In May 2017, Luminoso was recognized as having the Best
Application for AI in the Enterprise by AI Business, and was also shortlisted as the Best AI Breakthrough and Best Innovation in NLP.
325:, whereas Luminoso Compass automates the categorization of real-time data. Both products offer a user interface as well as an API. Luminoso's products can be implemented through either a
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keyword searches of data, the software automates taxonomy creation around concepts, allowing related words and phrases to be dynamically generated and tracked.
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Luminoso's technology can be accessed via two products: Luminoso
Daylight and Luminoso Compass. Luminoso Daylight enables a deep-dive analysis into
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languages and moderate support for 77 languages. ConceptNet is a resource for making an AI that understands the meanings of the words people use.
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618:"GlaxoSmithKline Case Study: Mining Online Discussions for Deeper Customer Insight - TechEmergence.com"
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Ventures, DF Enterprises, Raptor Holdco, Acadia Woods
Partners, and Accord Ventures, among others.
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of the U.S. vs. Germany match, analyzing 900,000 posts on
Twitter, Facebook and Google+.
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Proceedings of the 11th
International Workshop on Semantic Evaluations (SemEval-2017)
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824:"How Cambridge startup Luminoso is helping to power Sony's World Cup social network"
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712:"Luminoso Lands $ 6.5M In Series A To Keep Building Cloud Text Analytics Service"
369:, and has also been named a "Boston Artificial Intelligence Startup to Watch" by
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Luminoso was co-founded in 2010 by Dennis Clark, Jason Alonso, Robyn Speer, and
1072:"SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity"
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The company has raised $ 20.6 million in financing, and its clients include
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653:"Luminoso gets $ 6.5M to turn unstructured text into actionable data"
911:"Luminoso to enterprises: Here's what all that chatter really means"
535:"Luminoso to enterprises: Here's what all that chatter really means"
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Luminoso has been listed as a "Cool Vendor in AI for
Marketing" by
1274:"Say What? MIT Spin-Out Helps Businesses Translate Online Chatter"
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505:"The Startup That Helps You Analyze Twitter Chatter in Real Time"
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in June 2014, the company provided a widely reported real-time
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18:
1154:"Here Are 9 Boston Artificial Intelligence Startups to Watch"
1213:"MIT's Luminoso Claims It's Cracked the Code on Text Mining"
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592:"Luminoso brings its text analysis smarts to streaming data"
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470:"Firms Use Artificial Intelligence to Tap Shoppers' Views"
1183:"AI Summit London Celebrates Industry's Leading Lights"
1125:"Cool Vendors in Artificial Intelligence for Marketing"
798:
conceptnet5: Code for building
ConceptNet from raw data
739:"Who's Doing Common-Sense Reasoning And Why It Matters"
42:
430:"The U.S.-Germany Match Through a Social Media Lens"
264:. The company builds on the knowledge base of MIT’s
53:, and by adding encyclopedic content written from a
341:Luminoso continues to actively conduct research in
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1301:"Deals of the day: BlaBlaCar raises $ 100 million"
349:and regularly participates in evaluations such as
562:"Luminoso Raises $ 12.6M In Series A1 Financing"
16:Text analysis and artificial intelligence compan
1327:"Luminoso Secures $ 10M in Series B Financing"
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1070:Camacho-Collados, Jose (August 3–4, 2017).
680:"40 Under 40: Catherine Havasi of Luminoso"
851:"6 U.S. Startups Winning at the World Cup"
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468:Rusli, Evelyn (14 April 2014).
112:Natural language understanding
1:
1272:Temple, Jason (2 July 2014).
822:Harris, David (15 May 2014).
266:Open Mind Common Sense (OMCS)
1299:Primack, Dan (2 July 2014).
560:Miller, Ron (5 March 2018).
428:Lohr, Steve (27 June 2014).
210:company. It spun out of the
1378:Natural language processing
826:. Boston Business Journal.
801:, commonsense, 2017-07-15,
710:Miller, Ron (2 July 2014).
682:. Boston Business Journal.
472:. The Wall Street Journal.
343:natural language processing
294:natural language processing
152:CEO: Mark Zides, Founders:
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384:Major competitors include
252:, a research scientist at
1246:. Breakthrough Analysis.
262:computational linguistics
202:is a Cambridge, MA-based
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1244:breakthroughanalysis.com
1240:"Text Analytics in 2013"
300:to derive insights from
137:Cambridge, Massachusetts
1329:. Finsmes. 2018-12-06.
290:artificial intelligence
258:artificial intelligence
208:artificial intelligence
219:Open Mind Common Sense
103:Privately held company
55:neutral point of view
1088:10.18653/v1/S17-2002
503:(12 February 2015).
913:. Networked World.
179:Number of employees
87:
47:promotional content
278:sentiment analysis
234:Scotts Miracle-Gro
49:and inappropriate
769:www.conceptnet.io
622:TechEmergence.com
302:unstructured data
288:The company uses
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1335:. Retrieved
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1215:. Mashable.
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919:. Retrieved
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885:luminoso.com
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768:
765:"ConceptNet"
759:
747:. Retrieved
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537:. PC World.
513:. Retrieved
478:. Retrieved
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133:Headquarters
100:Company type
69:
60:
45:by removing
41:Please help
33:
1303:. Fortune.
1276:. Re/Code.
1187:AI Business
942:"Analytics"
564:. Finsmes.
501:Alba, Davey
386:Clarabridge
380:Competitors
361:Recognition
327:cloud-based
272:During the
1367:Categories
1337:2023-08-13
1197:2017-06-26
1168:2017-07-17
1139:2017-07-17
1110:2017-06-06
1051:2017-06-06
1022:2017-06-06
990:2017-06-06
956:2017-06-06
895:2017-06-06
809:2017-07-17
779:2017-07-17
632:2017-06-06
594:. GigaOm.
409:References
390:Lexalytics
333:solution.
331:on-premise
148:Key people
43:improve it
1081:: 15–26.
1008:"Compass"
507:. Wired.
396:Investors
274:World Cup
63:July 2018
1331:Archived
1305:Archived
1278:Archived
1248:Archived
1217:Archived
1191:Archived
1162:Archived
1158:BostInno
1133:Archived
1101:Archived
1045:Archived
1041:aaai.org
1016:Archived
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950:Archived
915:Archived
889:Archived
859:Archived
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657:Archived
626:Archived
596:Archived
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539:Archived
509:Archived
474:Archived
438:Archived
371:BostInno
337:Research
313:Products
230:Autodesk
214:and its
200:Luminoso
161:Products
108:Industry
86:Luminoso
1311:3 March
1284:3 March
1254:4 March
1223:3 March
1097:7665329
1037:"Speer"
976:"About"
921:3 March
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722:3 March
690:3 March
663:3 March
602:3 March
572:13 July
545:3 March
515:3 March
480:3 March
444:3 March
367:Gartner
355:Persian
351:SemEval
244:History
188:Website
123: (
118:Founded
1095:
855:Forbes
329:or an
296:, and
236:, and
183:50–100
1104:(PDF)
1093:S2CID
1075:(PDF)
319:batch
1313:2015
1286:2015
1256:2015
1225:2015
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692:2015
665:2015
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574:2018
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482:2015
446:2015
388:and
345:and
260:and
226:Sony
206:and
125:2010
121:2010
1083:doi
321:or
256:in
254:MIT
1369::
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