Algorithmic Accountability in Context. Socio-Technical Perspectives on Structural Causal Models [0.03%]
基于结构因果模型的算法问责制的社会技术视角
Nikolaus Poechhacker,Severin Kacianka
Nikolaus Poechhacker
The increasing use of automated decision making (ADM) and machine learning sparked an ongoing discussion about algorithmic accountability. Within computer science, a new form of producing accountability has been discussed recently: causalit...
Beckett W Sterner,Edward E Gilbert,Nico M Franz
Beckett W Sterner
Centralized biodiversity data aggregation is too often failing societal needs due to pervasive and systemic data quality deficiencies. We argue for a novel approach that embodies the spirit of the Web ("small pieces loosely joined") through...
Perspective: Acknowledging Data Work in the Social Media Research Lifecycle [0.03%]
社论：承认社会科学中社交媒体研究的数据工作
Katharina E Kinder-Kurlanda,Katrin Weller
Katharina E Kinder-Kurlanda
This perspective article suggests considering the everyday research data management work required to accomplish social media research along different phases in a data lifecycle to inform the ongoing discussion of social media research data'...
Max Pellert,Jana Lasser,Hannah Metzler et al.
Max Pellert et al.
To track online emotional expressions on social media platforms close to real-time during the COVID-19 pandemic, we built a self-updating monitor of emotion dynamics using digital traces from three different data sources in Austria. This al...
Dominik Balazka,Dario Rodighiero
Dominik Balazka
Starting from an analysis of frequently employed definitions of big data, it will be argued that, to overcome the intrinsic weaknesses of big data, it is more appropriate to define the object in relational terms. The excessive emphasis on v...
LocationSpark: In-memory Distributed Spatial Query Processing and Optimization [0.03%]
基于内存的分布式空间查询处理与优化技术研究
Mingjie Tang,Yongyang Yu,Ahmed R Mahmood et al.
Mingjie Tang et al.
Due to the ubiquity of spatial data applications and the large amounts of spatial data that these applications generate and process, there is a pressing need for scalable spatial query processing. In this paper, we present new techniques fo...
Next-Generation Digital Ecosystem for Climate Data Mining and Knowledge Discovery: A Review of Digital Data Collection Technologies [0.03%]
下一代气候数据挖掘和知识发现数字生态系统：数字数据采集技术综述
Angel Hsu,Willie Khoo,Nihit Goyal et al.
Angel Hsu et al.
Climate change has been called "the defining challenge of our age" and yet the global community lacks adequate information to understand whether actions to address it are succeeding or failing to mitigate it. The emergence of technologies s...
Tin Vu,Ahmed Eldawy
Tin Vu
The rapid growth of big spatial data urged the research community to develop several big spatial data systems. Regardless of their architecture, one of the fundamental requirements of all these systems is to spatially partition the data eff...
Pantelis Leptourgos,Philip R Corlett
Pantelis Leptourgos
Psychotic symptoms, i.e., hallucinations and delusions, involve gross departures from conscious apprehension of consensual reality; respectively, perceiving and believing things that, according to same culture peers, do not obtain. In schiz...
Chenyu Li,Paola Romagnani,Hans-Joachim Anders
Chenyu Li
In the first month of 2020, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), a novel coronavirus spreading quickly via human-to-human transmission, caused the coronavirus disease 2019 (COVID-19) pandemic. Italy installed a succ...