We propose a novel attention network for document annotation with user-generated tags. The network is designed according to the human reading and annotation behaviour. Usually, users try to digest the title and obtain a rough idea about the topic first, and then read the content of the document. Present research shows that the title metadata could largely affect the social annotation. To better utilise this information, we design a framework that separates the title from the content of a document and apply a title-guided attention mechanism over each sentence in the content. We also propose two semanticbased loss regularisers that enforce the output of the network to conform to label semantics, i.e. similarity and subsumption. We analyse each part of the proposed system with two real-world open datasets on publication and question annotation. The integrated approach, Joint Multi-label Attention Network (JMAN), significantly outperformed the Bidirectional Gated Recurrent Unit (Bi-GRU) by around 13%-26% and the Hierarchical Attention Network (HAN) by around 4%-12% on both datasets, with around 10%-30% reduction of training time.
The java objects instantiated for JSP Custom Tags can now be pooled and reused. This significantly boosts the performance of JSP pages which use custom tags.
That page also says that web.xml can contain an "enablePooling" option for that, and that its default value is true.
After the doEndTag invocation, the tag handler is available for further invocations (and it is expected to have retained its properties).
So what I do is reset all local variables to their default value just before doEndTag() returns
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Ein vom Providerverband eco und von Google veranlasstes Rechtsgutachten kommt zu dem Ergebnis, dass der Gesetzentwurf, mit dem Verleger im Internet besser gestellt werden sollen, mehrere Grundrechte verletzt.
Users have very different opinions when it comes to tag clouds. Some like them, some can't stand to look at the mess. Whatever your feelings are, categorizing items (i.e. blog posts) using tags have become very popular and widely spread and can't be
As social tagging applications continuously gain in popularity, it becomes more and more accepted that models and tools for (re-)organizing tags are needed. Some first approaches are already practically implemented. Recently, activities to edit and organize tags have been described as "tag gardening". We discuss different ways to subsequently revise and reedit tags and thus introduce different "gardening activities"; among them models that allow gradually adding semantic structures to folksonomies and/or that combine them with more complex forms of knowledge organization systems. Moreover, power tags are introduced as tag gardening candidates and the personal tag repository TagCare is presented.
readwriteweb anlässl. des (vermeintlichen) delicious-endes eine gute übersicht des tools und mögliche hacks, ad übersicht: Tell an everyday person they can put their bookmarks online, making them accessible from any computer via a service like Delicious, and they are often amazed. Tell them they can then see other bookmarks that other people have tagged with the same categories - and they begin to see another world, a world where the Web is social and interconnected, where we all benefit from the trails of data created by one another's everyday use of the Web.
R. Gaina, M. Balla, A. Dockhorn, R. Montoliu, and D. Perez liebana. Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020); CEUR Workshop Proceedings (2020), page 1--7. (2020)
S. Pandya, P. Virparia, and R. Chavda. International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI), 5 (1):
09 - 15(February 2016)