Now,With the advancement of technology,Social science researchers have an increasing number of research bet365 offers to choose from。These complex technical options bring convenience to researchers,Also caused a lot of confusion。Recently,SAGE Publishing, an American independent academic and professional publishing group, released a new report,By analyzing and evaluating 418 research bet365 offers,Explored the current application status of research bet365 offers in the field of social sciences。
Report believes,The number of research bet365 offers continues to grow,The sources and developers vary,Positions in the academic ecosystem also vary greatly。This means both tool developers and researchers who want to use these bet365 offers,All face many challenges。To this,Report summarizes the five most pressing challenges facing research bet365 offers and their impact on the academic ecosystem。
First, the citation is irregular。Although most of these bet365 offers have special names,But it is still relatively difficult to find in academic works。Except some bet365 offers,Most of them do not give special citation requirements。Sometimes researchers list the software bet365 offers used in the methodology section or in footnotes,But sometimes it is not listed。This lack of citation convention is dangerous,It will hinder the reproducibility of research。
The second is the difficulty of retrieval。There are many bet365 offers available,Somewhat obscure,Some are bet365 offers specially developed by scholars for specific projects,These bet365 offers are discarded after a short period of use。It is difficult for researchers to effectively search in this vast technology ecosystem。But the report states,There are now some catalog products,Trying to help people deal with this challenge,For example, "DiRT Directory"、"Open Source Management Library" (SourceForge)、"LabWorm", etc.。
Third, it is difficult to grasp the balance between sustainability and development。When there are tons of bet365 offers to choose from,When you are not convinced enough about the reputation of these bet365 offers,Many researchers choose to develop specific bet365 offers suitable for their own projects。This will result in a continued increase in the number of bet365 offers and toolkits。But these bet365 offers appear quickly,Outdated quickly。Tool developers want more people to use these bet365 offers,Can have sustainable income,It becomes a big problem。Present,Some research bet365 offers are moving in this direction,Such as the data mining tool "RapidMiner"。Report thinks,The overall ecology of research tool technology systems changes very rapidly,So this problem may be solved in the next few years。
The fourth is the lack of peer review system for research bet365 offers。Since there are many research bet365 offers,In addition, the citation is irregular、Problems such as retrieval difficulties,So it is inevitable to establish a peer review system for these bet365 offers。Report Suggestions,This system should adopt a standardized model,And use this model to test or evaluate research bet365 offers。The establishment of this system will help researchers compare different research bet365 offers and toolkits,Saving researchers time searching for the right research bet365 offers,And ensure that the bet365 offers used by researchers are appropriate and reliable for their projects。
Fifth, the limitations of large technology companies。Big technology companies control massive amounts of data,They can decide how the data is released and who can use it。This means that some research bet365 offers that rely on these companies have to keep up with these companies on legal terminology and application programming interfaces (APIs)。This undoubtedly puts pressure on tool developers,And may prevent researchers from obtaining the latest data。In addition,Many large technology companies are also recruiting high-level researchers to work for them,This may also lead to research motivations developing in an unfair direction to a certain extent。
Report believes,As more and more social science researchers have higher levels of computer literacy,The overall innovation in research bet365 offers is encouraging。Future,No matter what the situation,Researchers seem to be unable to avoid the connection with social science research bet365 offers。This field will continue to “open up new territories”,There will still be standards and regulations to restrain its "barbaric growth",Still to be seen。
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