Readings - Revision history

Sinoa: /* Papers */

2022-12-02T13:04:35Z

Papers

← Older revision		Revision as of 13:04, 2 December 2022
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	* Opdahl, A. L., & Tessem, B. (2021). Ontologies for finding journalistic angles. Software and Systems Modeling, 20(1), 71-87. [https://scholar.google.com/scholar?output=instlink&q=info:pKELE6iBzpAJ:scholar.google.com/&hl=en&as_sdt=0,5&as_ylo=2021&scillfp=4299025271368542631&oi=lle Paper]		* Opdahl, A. L., & Tessem, B. (2021). Ontologies for finding journalistic angles. Software and Systems Modeling, 20(1), 71-87. [https://scholar.google.com/scholar?output=instlink&q=info:pKELE6iBzpAJ:scholar.google.com/&hl=en&as_sdt=0,5&as_ylo=2021&scillfp=4299025271368542631&oi=lle Paper]
	* Berven, A., Christensen, O. A., Moldeklev, S., Opdahl, A. L., & Villanger, K. J. (2020). A knowledge-graph platform for newsrooms. Computers in Industry, 123, 103321. [https://scholar.google.com/scholar?output=instlink&q=info:0K5dB1_9nusJ:scholar.google.com/&hl=en&as_sdt=0,5&as_ylo=2018&scillfp=11776208952974186557&oi=lle Paper]		* Berven, A., Christensen, O. A., Moldeklev, S., Opdahl, A. L., & Villanger, K. J. (2020). A knowledge-graph platform for newsrooms. Computers in Industry, 123, 103321. [https://scholar.google.com/scholar?output=instlink&q=info:0K5dB1_9nusJ:scholar.google.com/&hl=en&as_sdt=0,5&as_ylo=2018&scillfp=11776208952974186557&oi=lle Paper]
			* [https://www.jstor.org/stable/25148625#metadata_info_tab_contents Design Science in Information Systems Research] by Alan R. Hevner, Salvatore T. March, Jinsoo Park and Sudha Ram. MIS Quarterly 28(1):75-105, March 2004. ''(You need to be on UiB's network to access the link - I have uploaded it under Files in mitt.uib.no, but it may soon be deleted from there...)''
			* Hevner, A. R. (2007). A three cycle view of design science research. Scandinavian journal of information systems, 19(2), 4. [[File:Hevner2007-ThreeCycleView-SJIS.pdf]]

	<!-- Architectures: kappa, lambda, phi, Liquid -->		<!-- Architectures: kappa, lambda, phi, Liquid -->

Sinoa: /* Books */

2022-11-01T11:19:59Z

Books

← Older revision		Revision as of 11:19, 1 November 2022
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	Text books:		Text books:
	* Rob Kitchin. ''The Data Revolution - A Critical Analysis of Big Data, Open Data and Data Infrastructures'', 2nd Edition. Sage, 2021.		* Rob Kitchin. ''The Data Revolution - A Critical Analysis of Big Data, Open Data and Data Infrastructures'', 2nd Edition. Sage, 2021.
	** chapters 1, 3-5, 12-19 are mandatory ''(~~I will make some of the latest chapters supplementary, perhaps 14, 18,~~ and 19 - ~~TBA~~)''		** chapters 1, 3-5, 13-14, 17-19 are mandatory (12 and 15-16 are supplementary)

	* Bill Chambers and Matei Zaharia: ''~~Spark~~: The Definitive Guide - Big Data Processing Made Simple''. O'Riley, 2018. [[File:Spark-TheDefinitiveGuide.pdf]]		* Bill Chambers and Matei Zaharia: ''Sprk: The Definitive Guide - Big Data Processing Made Simple''. O'Riley, 2018. [[File:Spark-TheDefinitiveGuide.pdf]]
	** chapters 1-9, 12, 15, 20-21 are mandatory (chapter 10 on SQL is also highly relevant)		** chapters 1-9, 12, 15, 20-21 are mandatory (chapter 10 on SQL is also highly relevant)
	** [https://github.com/databricks/Spark-The-Definitive-Guide GitHub repository with code and data examples]		** [https://github.com/databricks/Spark-The-Definitive-Guide GitHub repository with code and data examples]

Sinoa: /* Technical introductions */

2022-09-27T15:44:20Z

Technical introductions

← Older revision		Revision as of 15:44, 27 September 2022
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	* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]		* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]
	* [https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html Structured Streaming Spark Programming Guide]		* [https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html Structured Streaming Spark Programming Guide]
	* [https://spark.apache.org/docs/latest/api/python/reference/pyspark.ss/index.html ~~Apache Spark~~ Structured Streaming]		* Apache Spark [https://spark.apache.org/docs/latest/api/python/reference/pyspark.ss/index.html Structured Streaming API]
	* [https://kafka-python.readthedocs.io/en/master/ kafka-python API]		* [https://kafka-python.readthedocs.io/en/master/ kafka-python API]
	* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text		* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text

Sinoa: /* Technical introductions */

2022-09-27T15:43:18Z

Technical introductions

← Older revision		Revision as of 15:43, 27 September 2022
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	* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]		* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]
	* [https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html Structured Streaming Spark Programming Guide]		* [https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html Structured Streaming Spark Programming Guide]
			* [https://spark.apache.org/docs/latest/api/python/reference/pyspark.ss/index.html Apache Spark Structured Streaming]
	* [https://kafka-python.readthedocs.io/en/master/ kafka-python API]		* [https://kafka-python.readthedocs.io/en/master/ kafka-python API]
	* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text		* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text

Sinoa: /* Technical introductions */

2022-09-26T19:45:38Z

Technical introductions

← Older revision		Revision as of 19:45, 26 September 2022
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	* [https://github.com/tweepy/tweepy Tweepy: Twitter for Python]		* [https://github.com/tweepy/tweepy Tweepy: Twitter for Python]
	* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]		* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]
			* [https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html Structured Streaming Spark Programming Guide]
	* [https://kafka-python.readthedocs.io/en/master/ kafka-python API]		* [https://kafka-python.readthedocs.io/en/master/ kafka-python API]
	* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text		* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text

Sinoa: /* Technical introductions */

2022-09-26T19:12:30Z

Technical introductions

← Older revision		Revision as of 19:12, 26 September 2022
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	* [https://github.com/tweepy/tweepy Tweepy: Twitter for Python]		* [https://github.com/tweepy/tweepy Tweepy: Twitter for Python]
	* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]		* [https://docs.tweepy.org/en/latest/ Tweepy Documentation]
			* [https://kafka-python.readthedocs.io/en/master/ kafka-python API]
	* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text		* EU's [https://gdpr-info.eu/ General Data Protection Regulation (GDPR)] - the official legal text

Sinoa: /* Readings for each sessionx */

2022-09-14T13:52:36Z

Readings for each sessionx

← Older revision		Revision as of 13:52, 14 September 2022
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	See the [[Sessions\|Session page]] for lecture slides after each session.		See the [[Sessions\|Session page]] for lecture slides after each session.

	==Readings for each ~~sessionx~~==		==Readings for each session==
	The [[Sessions\|Sessions page]] will suggest specific readings for each session and its associated exercise.		The [[Sessions\|Sessions page]] will suggest specific readings for each session and its associated exercise.

Sinoa: /* Books */

2022-09-14T13:44:19Z

Books

← Older revision		Revision as of 13:44, 14 September 2022
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	== Books ==		== Books ==
	Text books:		Text books:
	* Rob Kitchin. ''The Data Revolution - Big Data, Open Data, Data Infrastructures ~~& Their Consequences~~''. Sage, ~~2014~~.		* Rob Kitchin. ''The Data Revolution - A Critical Analysis of Big Data, Open Data and Data Infrastructures'', 2nd Edition. Sage, 2021.
	** chapters 1, 3-5, 12-19 are mandatory ''(I will make some of the latest chapters supplementary, perhaps 14, 18, and 19 - TBA)''		** chapters 1, 3-5, 12-19 are mandatory ''(I will make some of the latest chapters supplementary, perhaps 14, 18, and 19 - TBA)''

Sinoa: /* Papers */

2022-09-04T19:02:02Z

Papers

← Older revision		Revision as of 19:02, 4 September 2022
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	Selected papers will become available here, including:		Selected papers will become available here, including:
	* [https://arxiv.org/pdf/2012.09109 Section 1] in Opdahl, A. L., & Nunavath, V. (2020). Big Data. Big Data in Emergency Management: Exploitation Techniques for Social and Mobile Data, 15-29. Book chapter		* [https://arxiv.org/pdf/2012.09109 Section 1] in Opdahl, A. L., & Nunavath, V. (2020). Big Data. Big Data in Emergency Management: Exploitation Techniques for Social and Mobile Data, 15-29. Book chapter
	* Paper on big-data architecture (TBA)
	* Gallofré, M., Opdahl, A. L., Stoppel, S., Tessem, B., & Veres, C. (2021). The News Angler Project: Exploring the Next Generation of Journalistic Knowledge Platforms. In Proceedings of Norsk IKT-konferanse for forskning og utdanning. [https://ojs.bibsys.no/index.php/NIK/article/view/939/792 Short Paper] and poster: [[File:A1-Poster-NIKT2021.pdf]]		* Gallofré, M., Opdahl, A. L., Stoppel, S., Tessem, B., & Veres, C. (2021). The News Angler Project: Exploring the Next Generation of Journalistic Knowledge Platforms. In Proceedings of Norsk IKT-konferanse for forskning og utdanning. [https://ojs.bibsys.no/index.php/NIK/article/view/939/792 Short Paper] and poster: [[File:A1-Poster-NIKT2021.pdf]]
	<!-- Architecture stuff:		<!-- Architecture stuff:

Sinoa: /* Papers */

2022-09-04T19:01:37Z

Papers

← Older revision		Revision as of 19:01, 4 September 2022
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	* Sigma: Cassavia, N., & Masciari, E. (2021, March). Sigma: a scalable high performance big data architecture. In 2021 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) (pp. 236-239). IEEE. [https://bibsys-almaprimo.hosted.exlibrisgroup.com/primo-explore/openurl?sid=google&auinit=N&aulast=Cassavia&atitle=Sigma:%20a%20scalable%20high%20performance%20big%20data%20architecture&id=doi:10.1109%2FPDP52278.2021.00044&vid=UBB&institution=UBB&url_ctx_val=&url_ctx_fmt=null&isSerivcesPage=true Paper]		* Sigma: Cassavia, N., & Masciari, E. (2021, March). Sigma: a scalable high performance big data architecture. In 2021 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) (pp. 236-239). IEEE. [https://bibsys-almaprimo.hosted.exlibrisgroup.com/primo-explore/openurl?sid=google&auinit=N&aulast=Cassavia&atitle=Sigma:%20a%20scalable%20high%20performance%20big%20data%20architecture&id=doi:10.1109%2FPDP52278.2021.00044&vid=UBB&institution=UBB&url_ctx_val=&url_ctx_fmt=null&isSerivcesPage=true Paper]
	* Maamouri, A., Sfaxi, L., & Robbana, R. (2021, December). Phi: A Generic Microservices-Based Big Data Architecture. In European, Mediterranean, and Middle Eastern Conference on Information Systems (pp. 3-16). Springer, Cham. [https://link.springer.com/chapter/10.1007/978-3-030-95947-0_1 Paper]		* Maamouri, A., Sfaxi, L., & Robbana, R. (2021, December). Phi: A Generic Microservices-Based Big Data Architecture. In European, Mediterranean, and Middle Eastern Conference on Information Systems (pp. 3-16). Springer, Cham. [https://link.springer.com/chapter/10.1007/978-3-030-95947-0_1 Paper]

			Marc:
			You found the other Phi architecture. 😃 The one I meant was: https://ieeexplore.ieee.org/abstract/document/8712381 But both have interesting contributions. The one you found considers the training part which it is not instantiated in the others.

			This is the "original publication" of Lambda: http://nathanmarz.com/blog/how-to-beat-the-cap-theorem.html , it is a blog entry.
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