Social media links Perhaps the alternative metrics closest to references in journal articles are those that measure the topicality of the dataset on social media platforms. In an observational context, this means the information needed to derive again the final results from the raw data, or to collect new data that may legitimately be compared and contrasted with the original.
This research paper focuses on different views on software quality.
Several blogging platforms use a system of linkbacks to track conversations between blogs. Citation metrics often called bibliometrics Citations in academic journals are an indication of the interest in, and importance of, particular research papers within the scholarly community.
The average annual increase in the individual h-index is useful for the following reasons: PaperCritic is an open peer-review system built on top of Mendeley, the reference manager and social network.
David Colquhoun, for example, points out that papers whose titles and abstracts speak to popular concerns e. Once a tweet has been found, for an accurate picture of the impact the dataset is having it is useful to consider whether the tone of the tweet is positive, negative or neutral, just as it is when analysing traditional citations.
This is especially true in the Arts and Humanities, where publication cycles tend to be much longer than in the Sciences.
These databases record the number of times that a journal article has been cited by other papers although usually only papers indexed in the same database. Publish or Perish also implements an alternative individual h-index, hI,norm, that takes a different approach: In programming, a benchmark includes metrics.
The e-index is the square root of the surplus of citations in the h-set beyond h2, i.
Similarly, mentioning the dataset in blog posts and on Twitter or Facebook can help bring greater attention to it; if there is a compelling story surrounding it, this can help propagate the message through the normal sharing mechanisms.
Number of citations on the paper. Users who have signed in are able to correct errors they find in the data: Any conflicts between corrections are resolved by Microsoft. The API requires a commercial license although limited free use is on offer for non-commercial research, apps and mash-ups. Some of the metrics used are specific to the service used to host the resource.
The aim of the e-index is to differentiate between scientists with similar h-indices but different citation patterns. Download this paper and find out how Cyclomatic Path Analysis can uncover these vulnerabilities.
In order to accommodate these differences as far as possible, funders tend to take into account a wide variety of ways in which research can be influential. Some, notably Digg and Reddit,  also provide information on how many users have up-voted or down-voted the resource; this may give an impression on whether the resource is having a positive impact or not.
Ideas for further development of the service are invited through a feedback forum, and users can vote for the ideas they would like the developers to prioritise. Further information on citation metrics from MyRI Alternative or complementary metrics often called altmetrics Alternative or complementary metrics often called altmetrics are another way to assess the attention received by research outputs.
It is therefore in the interests of researchers and institutions to track the impact of their research. Whilst registration does impose an extra step and therefore a potential barrier to data access, it can be used for tracking and monitoring patterns of data use.
Learn performance testing strategies for improving application performance without touching a performance test tool. Whilst bibliometrics use citations as a measure of scholarly interest in a research paper, altmetrics focus on online activity to reveal how research is being shared and discussed both within the academic community and beyond.
Average number of authors per paper The sum of the author counts across all papers, divided by the total number of papers. Average number of citations per paper The sum of the citation counts across all papers, divided by the total number of papers.How to Track the Impact of Research Data with Metrics.
This guide will help you to track and measure the impact of research data, whether your own or that of your department/institution. While the implementations of the software so far have concentrated on papers, the software itself is resource-type agnostic, so could be. Ming-Chang Lee mentioned software quality metrics effort on software quality aspects of product, process, and project  in his research paper.
He group into six categories in accordance with. A Report on the Analysis of Metrics and Measures on Software Quality Factors – A Literature Study 1Vanitha N, 2ThirumalaiSelvi R various research papers.
The results benefit software developers, researchers and academicians to easily identify the. Most metrics focus on papers published in academic journals, but metrics for other research outputs are in development. Citation metrics (often called bibliometrics) Citations in academic journals are an indication of the interest in, and importance of, particular research papers within the scholarly community.
The Research on Software Metrics and Software Complexity Metrics Software metrics is very important in research of software engineering and it has developed gradually. In this paper, software metrics definition were given and the history of and the types of software metrics were overviewed.
Software complexity measuring is the. Citation metrics. Publish or Perish calculates the following citation metrics: Total number of papers; Total number of citations; Average number of citations per paper.Download