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Web and Software Engineering, specialization Web Engineering

Topics valid for the SFE held from summer semester of the academic year 2017/2018 in the study branch MIE-WSI-WE

# Label Topic Subject
1.MIE-WSI-WI-1 Web structure and links: data crawling and acquisition principles, small world phenomenon, centrality metrics, strong and week ties, affiliation networks and community detection, PageRank, HITS MIE-DDW.16
2.MIE-WSI-WI-2 Text mining techniques: preprocessing and information extraction from text, named entity extraction, sentiment analysis. MIE-DDW.16
3.MIE-WSI-WI-3 Analysis of user behavior on the Web: data acquisition and metrics, types of recommender systems, evaluation of recommender systems, advantages and disadvantages. MIE-DDW.16
4.MIE-WSI-WI-4 Application server, the notion of a service and its characteristics, SOAP and REST (characteristics, SOAP message structure, resource, comparison), WSDL, components of a service description. MIE-MDW.16
5.MIE-WSI-WI-5 Integration patterns, asynchronous communication, message queues and JMS, publish/subscribe. MIE-MDW.16
6.MIE-WSI-WI-6 Middleware infrastructure, load balancers, message queues. MIE-MDW.16
7.MIE-WSI-WI-7 Cognitive aspects of HCI, human sensory systems. MIE-NUR.16
8.MIE-WSI-WI-8 UI design process. Prototypes. MIE-NUR.16
9.MIE-WSI-WI-9 Usability, usability testing. UI evaluation. MIE-NUR.16
10.MIE-WSI-WI-10 Evaluation and optimization of SQL: execution plans, cost-based optimization, database objects statistics, access methods and their cost, join evaluation methods and their cost. MIE-PDB.16
11.MIE-WSI-WI-11 Database models: relational, object-relational, document, XML, column, key-value, graph; their specifics, suitable application domains. Query languages: SQL, XQuery, CYPHER; their typical constructions and limitations. MIE-PDB.16
12.MIE-WSI-WI-12 CAP theorem and NoSQL databases. Clasfication of NoSQL databases from point of view of CAP, examples of particular databases and their architecture; horizontal vs. vertical scaling, replication, sharding. Concepts BASE vs. ACID. MIE-PDB.16
13.MIE-WSI-WI-13 Linked Data and Semantic Web data representation MIE-SWE.16
14.MIE-WSI-WI-14 Querying the Semantic Web and Linked Data MIE-SWE.16
15.MIE-WSI-WI-15 Semantic Web data publication and frequently used vocabularies and ontologies MIE-SWE.16
16.MIE-WSI-WI-16 Text and bag-of-words models for content-based retrieval. Similarity search models, similarity functions, and similarity queries. MIE-VMM.16
17.MIE-WSI-WI-17 Feature extraction from multimedia for similarity search - image, audio, video, geometry descriptors. MPEG-7 descriptors, local image descriptors (SIFT). MIE-VMM.16
18.MIE-WSI-WI-18 Metric indexing of similarity models, principles and methods. Non-metric similarity indexing. MIE-VMM.16
19.MIE-WSI-WI-19 REST architecture (uniform interface, HATEOAS, conneg protocol, cache-control, concurrency control). MIE-W20.16
20.MIE-WSI-WI-20 Mashup applications, same-origin policy, realization of cross-origin communication (CORS, JSONP), security and protocols OAuth and OpenID. MIE-W20.16
21.MIE-WSI-WI-21 Annotation of content on the web, microformats, microdata and RDFa, the OpenGraph protocol. MIE-W20.16
 
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