You can't see what you can't see: Experimental evidence for how much relevant information may be missed due to Google's Web search personalisation

The influence of Web search personalisation on professional knowledge work is an understudied area. Here we investigate how public sector officials self-assess their dependency on the Google Web search engine, whether they are aware of the potential impact of algorithmic biases on their ability to retrieve all relevant information, and how much relevant information may actually be missed due to Web search personalisation. We find that the majority of participants in our experimental study are neither aware that there is a potential problem nor do they have a strategy to mitigate the risk of missing relevant information when performing online searches. Most significantly, we provide empirical evidence that up to 20% of relevant information may be missed due to Web search personalisation. This work has significant implications for Web research by public sector professionals, who should be provided with training about the potential algorithmic biases that may affect their judgments and decision making, as well as clear guidelines how to minimise the risk of missing relevant information.Comment: paper submitted to the 11th Intl. Conf. on Social Informatics; revision corrects error in interpretation of parameter Psi/p in RBO resulting from discrepancy between the documentation of the implementation in R (https://rdrr.io/bioc/gespeR/man/rbo.html) and the original definition (https://dl.acm.org/citation.cfm?id=1852106) as per 20/05/201

In vivo Firre and Dxz4 deletion elucidates roles for autosomal gene regulation

Recent evidence has determined that the conserved X chromosome mega-structurescontrolled by theFirreandDxz4loci are not required for X chromosome inactivation (XCI) in celllines. Here, we examined the in vivo contribution of these loci by generating mice carrying a singleor double deletion ofFirreandDxz4. We found that these mutants are viable, fertile and show nodefect in random or imprinted XCI. However, the lack of these elements results in manydysregulated genes on autosomes in an organ-specific manner. By comparing the dysregulatedgenes between the single and double deletion, we identified superloop, megadomain, andFirrelocus-dependent gene sets. The largest transcriptional effect was observed in all strains lacking theFirrelocus, indicating that this locus is the main driver for these autosomal expression signatures.Collectively, these findings suggest that these X-linked loci are involved in autosomal generegulation rather than XCI biology

On the algebraic classification of spacetimes

We briefly overview the Petrov classification in four dimensions and its generalization to higher dimensions.Comment: Submitted to Journal of Physics, conference series, proceedings of 4th meeting on constrained dynamics and quantum gravity, 12-16 September 2005, Sardinia, Ital

3-dimensional Cauchy-Riemann structures and 2nd order ordinary differential equations

The equivalence problem for second order ODEs given modulo point transformations is solved in full analogy with the equivalence problem of nondegenerate 3-dimensional CR structures. This approach enables an analog of the Feffereman metrics to be defined. The conformal class of these (split signature) metrics is well defined by each point equivalence class of second order ODEs. Its conformal curvature is interpreted in terms of the basic point invariants of the corresponding class of ODEs