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Academia.edu provides the ability to upload and share full-text publications not restricted by copyright that will be indexed by Google Scholar, customize newsfeeds, follow scholars with similar research interests, and access an overview of visitors and page view metrics.
ResearchGate.net is a social network for researchers to endorse other researchers and share/upload research publications not restricted by copyright. You can follow scholars or topics, comment or review research work, and track your own work through citations, views and downloads
All citation managers will have much the same functionalities: Importing references from databases and Google Scholar, creating citations and bibliographies for Word and Google Docs, allowing you to add notes for your items, and so on.
When you choose, it's important to know how each citation manager stands out, good or bad.
Here are a few considerations to keep in mind:
1. Do you do a lot of group work?
Zotero is far and away the strongest option for managing group research. You can have unlimited shared collections, each with an unlimited number of members, and you can customize how visible your shared collections are.
Mendeley also allows groups, but in the free version a group can have at most three members.
2. How much storage do you need?
Most managers come with a limited amount of cloud storage, and offer users a chance to purchase more space. Zotero offers 300 megabytes for free; Mendeley 2 GB. If you do not use cloud storage (i.e., save everything on one hard drive), then this isn't an issue. If you save numerous entire electronic books, data files, or other large items then paying for extra cloud storage, or not using cloud storage at all, is going to be the way to go regardless of which citation manager you use. Active researchers typically prune files not in active use, and keep abstracts and notes in their citation managers.
3. Do you work with websites, "gray literature," YouTube videos, or other "non-academic" sources?
Zotero is much better able to handle "regular" websites than Mendeley or its other competitors. Zotero will save a snapshot of any website along with the data about when you visited, to make citation easier. Mendeley is optimized to work with databases, particularly Elsevier databases.
4. Do you find yourself downloading duplicate articles?
If you download or import a lot of search results, from time to time you'll probably add the same article several times. Zotero will flag potential duplicate items to help keep your library tidy. Mendeley does not have this feature at this time.
5. Are you a tinkerer?
Zotero is open-source, so over the years users have created a number of add-ons and extensions. (With the most recent major upgrade, some of these are currently broken, however.) Mendeley (and other mainstream choices) is proprietary software--Mendeley is developed by Elsevier--and so user-generated content is much rarer. Bother Zotero and Mendeley have robust user groups, however, and support is a discussion board away.
Fun Zotero tricks:
Zotero allows you to add the UND Library's proxy link, so you can look up items in the Chester Fritz catalog from Zotero. This is especially handy if you import a list of references from someone else, and want to see if they are available at UND.
Fun Mendeley tricks:
If you import references from Google Scholar or some of the UND databases, along with the references it will save the website it drew from. This might be handy for Google Scholar, but note that the URL from, say, EBSCO will not be a stable, proxied link you can return to later. You would have to manually insert the permalink to the search results. (This is also possible in Zotero, but takes a couple of extra steps.)
Summary
In our experience, the strongest case for Zotero is its ability to handle shared collections, and how it works with websites and the "regular internet." Mendeley comes with a greater amount of cloud storage, and if you work extensively with Elsevier products like Engineering Village/Compendex or Science Direct, it is a more native application. But both have much the same features overall.