title: Applications of machine learning in information retrieval

authors: Cunningham, Sally Jo

subjects: computer science

abstract: Information retrieval systems provide access to collections of thousands, or millions, of documents, from which, by providing an appropriate description, users can recover any one. Typically, users iteratively refine the descriptions they provide to satisfy their needs, and retrieval systems can utilize user feedback on selected documents to indicate the accuracy of the description at any stage. The style of description required from the user, and the way it is employed to search the document database, are consequences of the indexing method used for the collection. The index may take different forms, from storing keywords with links to individual documents, to clustering documents under related topics.

text: Applications of machine learning in information retrieval Information retrieval systems provide access to collections of thousands, or millions, of documents, from which, by providing an appropriate description, users can recover any one. Typically, users iteratively refine the descriptions they provide to satisfy their needs, and retrieval systems can utilize user feedback on selected documents to indicate the accuracy of the description at any stage. The style of description required from the user, and the way it is employed to search the document database, are consequences of the indexing method used for the collection. The index may take different forms, from storing keywords with links to individual documents, to clustering documents under related topics.

year: 1997-02

title: Climate change made record breaking early season heat in Argentina and Paraguay about 60 times more likely

authors: Rivera, Juan Antonio

abstract: Heatwaves are a regular occurrence in Paraguay and Argentina and as the attribution analysis indicates, these types of events are increasing in frequency and intensity, which adds urgency to the need to adapt to this new normal. Investments in improving heat early warning systems, urban planning for heat, and behavioural change communication can help to reduce heat impacts now and in the future.

text: Climate change made record breaking early season heat in Argentina and Paraguay about 60 times more likely Heatwaves are a regular occurrence in Paraguay and Argentina and as the attribution analysis indicates, these types of events are increasing in frequency and intensity, which adds urgency to the need to adapt to this new normal. Investments in improving heat early warning systems, urban planning for heat, and behavioural change communication can help to reduce heat impacts now and in the future.

year: 2022-12-21

title: Closing geographical distances: The value of a New Zealand perspective on the admission policy of a Native Hawaiian School

authors: Hemi, Keakaokawai Varner

subjects: Racial discrimination

abstract: This article examines the legal narratives evident in the American federal court decision in Doe v Kamehameha Schools (Kamehameha).' The article first describes the historical development of everyone/ no-one, someone and Indigenous equality narratives and their particular impact on the narration of Indigenous peoples in the law. It then examines how the opinions of the United States Ninth Circuit Court of Appeals in this case exhibit significant narrative confusion and distrust about the relationship between Indigenous identity and equality, with the Ninth Circuit interpreting the Native Hawaiian schools' preference for Native Hawaiian students as either reverse racial discrimination or an exception to the general rule of homogeneity and anonymity. For comparison, the article then examines similar equality narratives in New Zealand law, which reveal few legal challenges to admission policies which, either explicitly or implicitly, prefer Maori and demonstrate a narrative complementarity between equality and Indigenous identity. The article recognises that, while complementarity could clarify the narrative issues in Kamehameha for future American federal courts, it also provides the opportunity for New Zealand to pause and reflect. Ultimately, the article advocates a weaving of equality narratives across geographical distances.

text: Closing geographical distances: The value of a New Zealand perspective on the admission policy of a Native Hawaiian School This article examines the legal narratives evident in the American federal court decision in Doe v Kamehameha Schools (Kamehameha).' The article first describes the historical development of everyone/ no-one, someone and Indigenous equality narratives and their particular impact on the narration of Indigenous peoples in the law. It then examines how the opinions of the United States Ninth Circuit Court of Appeals in this case exhibit significant narrative confusion and distrust about the relationship between Indigenous identity and equality, with the Ninth Circuit interpreting the Native Hawaiian schools' preference for Native Hawaiian students as either reverse racial discrimination or an exception to the general rule of homogeneity and anonymity. For comparison, the article then examines similar equality narratives in New Zealand law, which reveal few legal challenges to admission policies which, either explicitly or implicitly, prefer Maori and demonstrate a narrative complementarity between equality and Indigenous identity. The article recognises that, while complementarity could clarify the narrative issues in Kamehameha for future American federal courts, it also provides the opportunity for New Zealand to pause and reflect. Ultimately, the article advocates a weaving of equality narratives across geographical distances.

year: 2016