Understanding the implications of Open Citations — how far along are we?

Understanding the implications of Open Citations — how far along are we?

The academic discovery space seems to be buzzing again. This space has become relatively stable after the introduction and maturity of Web Scale Discovery between 2009–2013, but things seem to be hotting up once again. Continue reading “Understanding the implications of Open Citations — how far along are we?”

‘A massive scramble’: Candid thoughts of marketers on GDPR fallout

Data privacy and getting compliant in time for the General Data Protection Regulation was a hotly debated topic for marketers attending the Digiday Programmatic Marketing Summit Europe in Estoril, Portugal, this week.

With less than a month to go until the deadline for GDPR enforcement, uncertainty around who in the supply chain will be held responsible should regulators decide to prosecute remains top of mind. We’ve collected some of the main concerns that attendees talked about throughout the week — under condition of anonymity — to give a flavor of what execs across the digital ad industry are truly thinking. Continue reading “‘A massive scramble’: Candid thoughts of marketers on GDPR fallout”

Analyzing attribution: Effectively measuring marketing in the digital world

by Toby McKenna, executive vice president of global advertising at Bazaarvoice

Today’s marketers have access to an unprecedented amount of technologies, tools and data, giving them the ability to execute increasingly sophisticated campaigns, better report the ROI of their efforts and inform future marketing plans. However, with an abundance of data, platforms and channels being used, it’s hard to isolate the best marketing metrics and attribution models to prioritize. Business leaders are demanding more of their marketing teams, challenging them with proving the ROI of their digital campaigns and linking metrics back to meaningful business results. Continue reading “Analyzing attribution: Effectively measuring marketing in the digital world”

It’s time to address the reproducibility crisis in AI

 

GUEST: Recently I interviewed Clare Gollnick, CTO of Terbium Labs, on the reproducibility crisis in science and its implications for data scientists. The podcast seemed to really resonate with listeners (judging by the number of comments we’ve received via the show notes page and Twitter), for several reasons. To sum up the issue: Many resear…Read More

Early adopters of the OpenCitations Data Model

OpenCitations is very pleased to announce its collaboration with four new scholarly Research and Development projects that are early adopters of the recently updated OpenCitations Data Model, described in this blog post.

The four projects are similar, in that they each are independently using text mining and optical character recognition or PDF extraction techniques to extract citation information from the reference lists of published works, and are making these citations available as Linked Open Data. Three of the four will also use the OpenCitations Corpus as publication platform for their citation data.  The academic disciplines from which these citation data are being extracted are social science, humanities and economics. Continue reading “Early adopters of the OpenCitations Data Model”

Microsoft and Tsinghua University Work Together on Open Academic Data Research

In a recent collaboration, Microsoft and China’s Tsinghua University released an academic graph, named Open Academic Graph (OAG). This billion-scale academic graph integrates the current Microsoft Academic Graph (MAG) and Tsinghua’s AMiner academic graph. Specifically, it contains the metadata information of 155 million academic paper metadata from AMiner and 166 million papers from MAG. By consolidating metadata information of each, it generates nearly 65 million matching relationships between the two academic graphs [1].

Picture 1: Connections between Tsinghua University AMiner and Microsoft Academic Graph

Continue reading “Microsoft and Tsinghua University Work Together on Open Academic Data Research”

Spotlight on data journalism

Making our data journalism stand out on social media

Here’s some we prepared earlier

The stories produced by The Economist’s data team attract a lot of readers. Some of the team’s most popular pieces include our own glass ceiling index and a daily chart about the most dangerous cities in the world. It didn’t come as a surprise that, when we asked our readers what content they wanted to see more of, they said data journalism. So we decided to take two main steps to meet this demand. Continue reading “Spotlight on data journalism”

Citations as First-Class Data Entities: The OpenCitations Data Model

Requirements for citations to be treated as First-Class Data Entities

In my introductory blog post, I listed five requirements for the treatment of citations as first-class data entities.  The second of these requirements is that they must have metadata structured using a generic yet appropriately detailed data model.

To fulfil that requirement, OpenCitations is pleased to announce the publication on 13 February 2018 of the OpenCitations Data Model, v1.6 [1].  This replaces the previous version, v1.5.3, published on 13 July 2016. Continue reading “Citations as First-Class Data Entities: The OpenCitations Data Model”

Citations as First-Class Data Entities: Introduction

Citations are now centre stage

As a result of the Initiative for Open Citations (I4OC), launched on April 6 last year, almost all the major scholarly publishers now open the reference lists they submit to Crossref, resulting in more than half a billion references being openly available via the Crossref API.

It is therefore time to think carefully about how citations are treated, and how they might be better handled as part of the Linked Open Data Web. Continue reading “Citations as First-Class Data Entities: Introduction”

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