604:: It can be tricky to differentiate between vandalism and good-faith edits that are nonetheless unconstructive. Test edits should be classified as "vandalism", as initial warnings and edit comments accommodate this case. If the unconstructive edit or the edit summary indicate Knowledge inexperience, it may be best to label the edit "good faith" and leave a message on the new user's talk page, offering to help. Beyond that, common sense is usually the best guide. Consider the article in question. Is it something that young editors might be interested in? Is there any truth in what is being said (absent formatting, language, and organizational issues)?
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the scores calculated by third-party systems. Edits populate a series of inter-linked priority queues, where the vandalism scores are the priority. Queue maintenance ensures that only the most-recent edit to an article is eligible to be viewed. Back-end work is done on STiki's servers (hosted at the
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When STiki is experiencing considerable use, the frequency of vandalism found in one queue may reduce significantly, a phenomenon called "queue exhaustion". In such cases, it may be wise to try an alternative queue. Users should also recognize there is a finite amount of vandalism on
Knowledge. The
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The STiki server is always watching changes and computing vandalism probabilities, even if no one is currently using the GUI tool. When edits are popped out to end-users, this is done purely based on vandalism probabilities, not how recent the changes are. STiki has identified instances of vandalism
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STiki's interface is a minimal one. This is due to a belief STiki should focus exclusively on vandalism/spam removal, rather than becoming a general-purpose framework for a diversity of unconstructive edits. When more information is needed the interface provides links to relevant pages of the wiki,
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STiki orders the edits to be displayed to end-users into priority queues. The priority an edit takes is based upon its evaluation by an anti-damage scoring system. Different systems produce different scores/queues, and users can explicitly select a queue to access using the "Rev. Queue" menu. All
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STiki users are shown edits from a centrally maintained queue. When a user is shown an edit, they have a "reservation" so that no other STiki users are viewing the edit simultaneously. Moreover, if a user marks an edit as "innocent", no one will be forced to review this edit in the future. In both
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made at
Knowledge. STiki chooses edits to show to end users; if a displayed edit is judged to be vandalism, spam, etc., STiki streamlines the reversion and warning process. STiki facilitates collaboration in reverting vandalism; a centrally stored lists of edits to be inspected are served to STiki
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In the course of our research, we have collected large amounts of data, both passively regarding
Knowledge, and through users' active use of the STiki tool. We are interested in sharing this data with other researchers. Finally, STiki distributions contain a program called the Offline Review Tool
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the diff doesn't contain enough evidence to make a definitive classification. In these cases, use the hyperlinks (blue underlined text) to open relevant pages in the default web browser. This is helpful, for example, to: (1) view the article talk page to see if some issue was discussed, (2) make
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were not necessary to detect
Knowledge vandalism. It succeeded in this regard, but since then the system has been relaxed for general-purpose use. For example, the engine now includes some simple language features. Moreover, there was the decision to integrate other scoring systems in the GUI
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The "metadata system" examines only four fields of an edit when scoring: (1) timestamp, (2) editor, (3) article, and (4) revision comment. These fields are used to calculate features pertaining to the editor's registration status, edit time-of-day, edit day-of-week,
562:. The buttons for classifying edits are on the left. The links for deeper investigation are near the bottom in "last revert" and "edit properties". The text box in the bottom-left corner allows the user to modify the edit summary that is left when reverting.
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598:.) What is the edit summary? Does that explanation make sense? Is it discussed on the talk page? Regardless of the issue, anything that requires domain-specific expertise to resolve is probably best classified as "innocent" or "pass".
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tag, using the normal wiki interface. Where content has been removed, common sense is usually the best guide. Does the removed text have citations? (Note that checking the citations themselves may be necessary in content regarding
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the edit. The revision will then remain live on
Knowledge and shown to another STiki user. Use pass only when you believe there is some chance the edit is vandalism, but you lack the subject expertise to firmly make that decision.
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573:, with Google); this may reveal whether some "fact" is true. Of course, STiki users should consider the reliability of the source found. If no reliable source can be found, the correct response may be to add a
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is available to STiki's internally calculated scores. A live feed of scores is also published to channel "#arm-stiki-scores" on IRC server "armstrong.cis.upenn.edu". Moreover, all STiki code is open-sourced.
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In addition to the already discussed academic paper, there have been several STiki-specific write-ups/publications that may prove useful to anti-vandalism developers. The STiki software was presented in a
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approach. The worst-scoring edits are undone automatically. However, there are many edits that CBNG is quite confident are vandalism, but cannot revert due to a low false-positive tolerance, the
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revert your changes or have any direct effect on
Knowledge. Classify the displayed edit as best you can. Making such classifications will help STiki to identify similar edits in the future.
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which appear in diffs can be opened in your web-browser, assuming that the "Activate Ext-Links" option (under the "Options" tab) is turned on. STiki stores your settings in a file named
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button will revert the edit, and the "warn offending editor" box should be checked so the guilty party is notified of their transgression. Multiple warnings will result in reporting at
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When you return to the STiki tool, you will still need to classify the edit. If you used the browser interface to edit the article, pressing "vandalism" or "good-faith revert" will
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Here we highlight a particular scoring system, based on machine-learning over metadata properties. This system was developed by the same authors as the STiki frontend GUI, was the
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to arrive at vandalism probabilities. The ML models are trained over classifications provided on the STiki frontend. A more rigorous discussion of the technique can be found in a
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1114:-notices to guilty editors. The interface is designed to enable quick review. Moreover, the classification process establishes a feedback loop to improve detection algorithms.
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1214:) – and set new performance baselines in the process. A 2011 edition of the PAN-CLEF competition was also held and required multiple natural-languages to be processed; the
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STiki has enabled me to find months-old vandalism that probably would have stayed online for much longer had it not been queued. Thank you for creating this amazing tool!
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738:. Currently active queues have demonstrated a 25%–30% hit rate (percentage of reverts for all edits displayed in the GUI). Random search will result in hit-rates < 3%.
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I used to be a staunch Huggle user for about a year. Then when I stumbled across STiki, I found it to be faster and much more enjoyable to use. Consider me converted. :)
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looks at the issue of
Knowledge/wiki damage from an organizational and higher-education perspective with particular emphasis on the protection of institutional welfare.
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system shipped with the first versions, and shares a code-base/distribution with the STiki GUI. This system also gave the entire software package its name (derived from
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STiki has not been functional since March 2020. The creator has been unable to access the servers that STiki depends on in order to run. Users are advised to try
1131:(ORT), which allows a user-provided set of edits to be quickly reviewed and annotated. We believe this tool will prove helpful to corpus-building researchers.
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more people who use STiki, the less percentage any one user will see. This does not mean STiki is doing "bad"; it means the encyclopedia is doing "good".
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Either the page is no longer relevant or consensus on its purpose has become unclear. To revive discussion, seek broader input via a forum such as the
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This is for your hardworks on enhancing
Knowledge through technical works especially developing the powerful anti-vandalism tool STiki. Thank you.
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STiki is the best anti-vandalism tool on the Wiki, and I appreciate all you do to fight vandalism. Thank you for making
Knowledge a better place! -
1102:, that the back end has determined likely contain vandalism, to human users and asks for definitive classification. STiki's user interface is a
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An API has been developed to give other researchers/developers access to the raw metadata features and the resulting vandalism probabilities. A
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to ease user interaction with the tool. After a single edit has been classified with the mouse (giving the button panel "focus"), the keys
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STiki remains in active development, as to both the front-end GUI and back-end scoring systems. Check back frequently for updated versions.
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1199:. That work is novel in analyzing ~1 million STiki classification actions to learn about human/social aspects of the patrolling process.
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potential. Probabilities are generated over 50 features capturing
Knowledge metadata, landing site analysis, and 3rd party data. See our
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in collaborative applications. Finally, the anti-damage ecosystem and STiki's technical contribution were summarized in the developer's
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You’re the first person to receive this barnstar; you indisputably deserve this honor because you created STiki in the first place.
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Sometimes edits are clearly unconstructive, but lack the intent and malice that characterizes vandalism. In these cases, one should
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visualizes this content and provides some STiki-revert statistics. STiki was also presented at Wikimania 2010, with the following
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Thank you for the Bronze STiki Barnstar of Merit! Your tool is really such a big help in this encyclopedia. Have a nice day! :)
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For creating a tool that not only helps you to revert vandalism but enables others to do the same efficiently and effectively!
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STiki roots out COI edits as well as vandalism, and is an outstanding weapon against selfish interests exploiting Knowledge.
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For your contributions to STiki and the fight against vandalism in Knowledge. Let's make STiki and Knowledge even better!
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that watches all recent changes to Knowledge and calculates/fetches the probability that each is vandalism. This engine
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If a user is uncertain about whether an edit is constructive, the quickest solution is often to perform a web search (
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surveyed the rapid anti-vandalism progress (both academic and on-wiki) of the 2010–2011 time period. Finally, a
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will mark edits as "vandalism", "good faith", "pass", and "innocent" respectively. While in the same mode, the
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1191:(not peer reviewed) examines STiki and anti-vandalism techniques as they relate to the larger issue of
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STiki's authors are committed to working towards collaborative solutions to vandalism. To this end, an
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610:: Sometimes a revert ("vandalism" or "good faith") will not repair all the issues presented in a diff
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Congratulations, STiki! You're receiving this barnstar of merit because you recently crossed the
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edits that its users have identified as vandalism, spam, or otherwise unconstructive (see the
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If a STiki user is uncomfortable with labeling an edit as clear vandalism, they can skip or
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to arrive at vandalism predictions. More detail about this technique is available in the "
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If an edit is blatantly unconstructive and intentional in its malice, then it constitutes
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paper examined STiki's metadata scoring technique relative (and in combination with)
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cases, redundant work (edit conflicts, multiple reviews of good edits) is avoided.
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STiki uses multiple algorithms to identify potential vandalism; all are rooted in
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Clever use of ClueBot NG data to filter out vandalism; much more efficient than
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For all your marvelous contributions and creating such a marvelous tool for us.
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Queries not addressed by these writings should be addressed to STiki's authors.
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931:: Rarely used and incurs monetary cost. May return w/o paid 3rd party features.)
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If an edit is primarily constructive and not vandalism, it should be labeled as
465:, as some construe this as poor wiki-etiquette. In exceptional cases, the small
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that directs human users to potential vandalism for definitive classification.
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For your untiring and determined efforts for the Encyclopedia. Thank you for
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Developing STiki, one of the most awesome anti-vandalism tools on Knowledge.
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Built upon editor reputations calculated from content-persistence is the
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Congrats! For creating STiki, I award you with a spot in the AV HOF.
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Other STiki images, adverts, promotional material, and statistics:
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Full source for the GUI and back-end server. Library dependencies (
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changes using the normal interface, and (3) use other tools like
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This is in honor of your fight against vandalism on Knowledge!
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For those who would like to show their support for STiki via a
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and content-persistence features (the top 2 finishers from the
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1012:, page history, category memberships, revision comment length,
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838:, of which there are two active, and two inactive approaches:
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413:, not to talk/user pages), or (3) special permission via the
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Parses new external links from revisions and measures their
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In recognition of an outstanding technical achievement. :)
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867:, or other constraints. These scores are consumed from an
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permission/right, (2) at least 1000 article edits (in the
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pedia), though this acronymic meaning is now downplayed.
688:, so it is possible to quickly edit your settings there.
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keys will also scroll the diff browser. Also note that
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tool by classifying edits into one of four categories:
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which shaped the STiki methodology was co-authored by
1147:) while a doctoral student in computer science at the
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On Completion of 100,000 Reverts by STiki. Cheers !!!
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This page is currently inactive and is retained for
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2388:Thanks for all the work you made! I appreciate it.
1106:desktop application. It streamlines the process of
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469:button can be used to give a more severe warning.
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558:The STiki user interface showing an incidence of
2256:to Knowledge at-large and your use of the tool.
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2002:For this amazing tool-Amazing graphics as well.
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382:Note that this also contains the source for the
1034:The paper was an academic attempt to show that
424:After login, users primarily interact with the
310:STiki 2.1 – Current version released 2018-12-08
2520:User:Buffbills7701/Anti-Vandalism Hall Of Fame
2045:To a friend we send a message, "keep the data
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379:(114 kB; may have deprecated/broken API code).
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8:
2063:A toast to the host of those who boast, the
405:. The account must have any one of: (1) the
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2644:Very good program used to fight vandalism!
269:users to reduce redundant effort. STiki is
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1733:Some statistics about STiki's market share
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961:. WikiTrust scores are consumed via their
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397:STiki may only be used by editors with a
2267:. Thank you and keep up the good work!
2259:We hope you continue your ascent up the
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2425:The Pakistan Barnstar of National Merit
284:To date, STiki has been used to revert
1723:{{subst:STiki_Barnstar|Message. ~~~~}}
1574:{{User:West.andrew.g/STiki UserBox 9}}
1535:{{User:West.andrew.g/STiki UserBox 8}}
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1420:{{User:West.andrew.g/STiki UserBox 5}}
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1347:{{User:West.andrew.g/STiki UserBox 3}}
1313:{{User:West.andrew.g/STiki UserBox 2}}
1282:{{User:West.andrew.g/STiki UserBox 1}}
457:and subsequent blocking. However, you
2598:For all your bright ideas at STIKI !
1268:This user fights vandalism using the
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4155:Category:Knowledge information pages
2299:The Random Acts of Kindness Barnstar
2235:The Platinum STiki Barnstar of Merit
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1305:to make vandalism content un-"stik"!
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1167:. The work was supported in part by
957:More details are available at their
798:which open in a normal web browser.
3894:User CSS for monospaced coding font
3142:Non-admin and admin-only page moves
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1403:This user beats vandals using the
1237:Userboxes, awards, and miscellania
567:Uncertainty over constructiveness:
25:
4231:Knowledge counter-vandalism tools
2163:The Tireless Contributor Barnstar
1957:The Defender of the Wiki Barnstar
1885:For your work on STiki – thanks!
1330:This user beats vandals with the
3835:Bug reports and feature requests
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2902:Get personal technical help at
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1996:The Graphic Designer's Barnstar
700:Knowledge:Recent changes patrol
492:by undoing the changes using a
417:. We emphasize that users must
325:, distributed as an executable
2277:03:07, 17 September 2012 (UTC)
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778:that were several months old.
421:for their actions with STiki.
1:
2803:08:34, 2 September 2018 (UTC)
2654:15:51, 16 December 2013 (UTC)
2571:18:06, 16 November 2013 (UTC)
2360:03:16, 27 December 2012 (UTC)
2312:00:21, 25 November 2012 (UTC)
2061:a vandal several dozen blows.
1821:23:00, 22 February 2011 (UTC)
1202:Beyond STiki in isolation, a
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3518:How to improve image quality
3396:Complete diff and link guide
2728:04:02, 4 December 2015 (UTC)
2617:21:17, 9 December 2013 (UTC)
2402:19:02, 2 February 2013 (UTC)
1783:15:21, 30 January 2011 (UTC)
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1670:A STiki barnstar created by
1135:Credits and more information
1118:Related work and cooperation
984:Metadata scoring and origins
896:metadata scoring and origins
859:(ANN) to score edits is the
817:Developed in Java, STiki is
753:The server coordinates tasks
3954:Cleaning up vandalism tools
3840:TimedMediaHandler extension
3476:Preparing images for upload
2787:The Anti-Vandalism Barnstar
2687:'s filtered edits feature.
2677:The Anti-Vandalism Barnstar
2638:The Anti-Vandalism Barnstar
2592:The Brilliant Idea Barnstar
2512:Anti-Vandalism Hall Of Fame
2118:The Anti-Vandalism Barnstar
1920:The Anti-Vandalism Barnstar
1842:The Anti-Vandalism Barnstar
1676:"milestone" STiki barnstars
1482:seldom beaten to the revert
1445:not-necessarily-that-recent
1220:Wikimania 2011 Presentation
709:Comparison with other tools
695:(includes a STiki tutorial)
371:Also available statically:
331:"java -jar STiki_exec_.jar"
253:that is used to detect and
4247:
4040:Beta Features at MediaWiki
3513:Basic bitmap image editing
3391:Simple diff and link guide
2766:14:18, 28 March 2018 (UTC)
2097:20:31, 28 April 2012 (UTC)
1973:00:19, 13 April 2012 (UTC)
1936:00:18, 13 April 2012 (UTC)
1899:10:49, 12 April 2012 (UTC)
1858:06:31, 14 March 2012 (UTC)
1715:14:00, 28 March 2018 (UTC)
1509:This user is in position #
1177:WikiSym 2010 demonstration
1149:University of Pennsylvania
1083:University of Pennsylvania
697:
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225:GNU General Public License
27:Former anti-vandalism tool
4148:Category:Knowledge how-to
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3315:Advanced table formatting
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2555:The Barnstar of Integrity
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2532:15:50, 30 July 2013 (UTC)
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2263:and stay in touch at the
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1552:This user has classified
1076:, and uses APIs/feeds to
892:alternating decision tree
857:artificial neural network
834:approaches are rooted in
693:Wikimedia Video Tutorials
377:Link Processing Component
169:
154:2.1 / December 8, 2018
143:
96:
87:
4035:Wikimedia Cloud Services
3889:Common.js and common.css
3884:Catalogue of CSS classes
3643:Advanced template coding
3486:Options to hide an image
2912:village pump (technical)
2893:Knowledge technical help
2853:09:30, 3 June 2019 (UTC)
2491:06:30, 25 May 2013 (UTC)
2449:13:36, 21 May 2013 (UTC)
2140:10:46, 13 May 2012 (UTC)
1814:
1661:{{wikipedia ads|ad=237}}
1618:An advertisement in the
1171:-MURI-N00014-07-1-0907.
1151:, under the guidance of
1085:), relying heavily on a
1022:EUROSEC 2010 publication
730:Sophisticated algorithms
717:make STiki distinctive:
279:intelligent routing tool
4159:Further navigation at:
3899:Classes in microformats
3454:Moving files to Commons
3273:Conditional expressions
2696:02:59, 1 May 2015 (UTC)
1074:Metadata Scoring System
1051:STiki work-flow diagram
1031:describes API details.
1000:emporal processing on W
704:Knowledge:The duck test
602:Uncertainty over malice
463:templating the regulars
249:is a tool available to
103:STiki showing vandalism
4226:Inactive project pages
3959:Customizing watchlists
3874:Cascading Style Sheets
3648:Template documentation
3523:Graphics Lab resources
3466:Introduction to images
3278:Switch parser function
2824:The Technical Barnstar
2335:The Technical Barnstar
2252:We thank you both for
2195:The Technical Barnstar
2051:We drink to those who
2024:
1879:The Technical Barnstar
1052:
563:
214:detection on Knowledge
3772:File description page
3491:Extended image syntax
2717:The Original Barnstar
2382:The Original Barnstar
2022:
1806:The da Vinci Barnstar
1761:The da Vinci Barnstar
1139:STiki was written by
1050:
691:Further information:
557:
351:STiki source @ GitHub
349:Software developers:
264:, and other types of
4023:Navigation shortcuts
4008:Alternative browsing
3006:Multilingual support
2984:How to create a page
2475:Anti-Vandalism Award
2201:Most deserving!!!!!
2171:Faizan Munawar Varya
2053:wrote a lot of prose
1274:anti-vandalism tool.
1218:won at all tasks. A
1212:2010 PAN Competition
773:The server remembers
608:Deeper investigation
498:AGF message template
266:unconstructive edits
3729:Guide to Scribbling
3607:EasyTimeline syntax
3386:Simplest diff guide
3253:Line-break handling
1185:presentation slides
1181:WikiSym 2010 poster
1066:Back-end processing
1036:language properties
1010:geographical origin
829:Edit prioritization
419:take responsibility
368:) are not included.
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3722:Costs and benefits
3668:Citation templates
3535:Visual file markup
3508:Graphics tutorials
3449:Creation and usage
3325:Conditional tables
3208:User contributions
3149:Notifications/Echo
3062:User access levels
3050:Special Characters
2950:Keyboard shortcuts
2751:The STiki Barnstar
2254:your contributions
2039:Of those who edit
2025:
1699:The STiki Barnstar
1620:Knowledge rotation
1599:
1189:additional writing
1053:
919:external link spam
670:Page Up, Page Down
588:Verify credibility
564:
74:these alternatives
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4193:Citation metadata
4098:Navigation popups
4056:AfC helper script
4049:Automated editing
3904:Markup validation
3789:Project/Wikipedia
3556:Graphs and charts
3530:Sound file markup
3432:videos and sounds
3295:Sections and TOCs
3095:Special page help
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3171:Pending changes
3137:History merging
3120:Reset passwords
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2356:(Talk to me?)
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3976:User scripts
3752:Main/Article
3712:Transclusion
3695:Substitution
3583:Math symbols
3551:Family trees
3305:Introduction
3176:Random pages
3067:VisualEditor
3011:Page history
2972:Edit toolbar
2945:Bypass cache
2904:the Teahouse
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640:: STiki has
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196:Available in
110:Developer(s)
53:village pump
42:
29:
4188:Referencing
4113:Ultraviolet
3971:IRC Scripts
3934:Preferences
3678:Lua project
3503:Gallery tag
3403:Colon trick
3263:Magic words
3166:Page import
3105:Edit filter
2795:EclipseDude
2261:leaderboard
2065:Wikipedians
1515:leaderboard
1474:Because of
1410:anti-vandal
1337:anti-vandal
1216:STiki entry
393:Using STiki
292:leaderboard
277:: it is an
4220:Categories
4161:Help pages
4145:See also:
4061:AntiVandal
3998:User style
3991:Techniques
3964:Hide pages
3747:Namespaces
3439:Media help
3413:Pipe trick
3408:Link color
3320:Collapsing
3241:Cheatsheet
3196:Linksearch
3115:Logging in
3043:Editnotice
2962:CharInsert
2916:talk pages
2203:Morning277
1443:to patrol
1372:to revert
1089:database.
1070:calculates
1039:frontend.
861:ClueBot NG
851:Cluebot-NG
698:See also:
682:hyperlinks
321:Front-end
174:Written in
161:2018-12-08
47:reference.
45:historical
4200:Templates
4122:Inactive
4118:WPCleaner
3927:and tools
3909:Span tags
3830:MediaWiki
3799:Archiving
3705:Job queue
3683:Resources
3638:Templates
3624:Templates
3566:Barcharts
3374:Permanent
3369:Interwiki
3290:Redirects
3213:Watchlist
3191:Searching
3021:Page name
2977:Reverting
2908:help desk
2760:Centibyte
2265:talk page
2047:up to par
2030:Here's a
1705:Message.
1651:file info
1564:vandalism
1525:vandalism
1375:vandalism
1242:Userboxes
1165:Insup Lee
1153:Insup Lee
1108:reverting
951:WikiTrust
945:Wikitrust
913:Link spam
855:Using an
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