title: Learning structure from sequences, with applications in a digital library

authors: Witten, Ian H.

subjects: computer science

abstract: The services that digital libraries provide to users can be greatly enhanced by automatically gleaning certain kinds of information from the full text of the documents they contain. This paper reviews some recent work that applies novel techniques of machine learning (broadly interpreted) to extract information from plain text, and puts it in the context of digital library applications. We describe three areas: hierarchical phrase browsing, including efficient methods for inferring a phrase hierarchy from a large corpus of text; text mining using adaptive compression techniques, giving a new approach to generic entity extraction, word segmentation, and acronym extraction; and keyphrase extraction.

text: Learning structure from sequences, with applications in a digital library The services that digital libraries provide to users can be greatly enhanced by automatically gleaning certain kinds of information from the full text of the documents they contain. This paper reviews some recent work that applies novel techniques of machine learning (broadly interpreted) to extract information from plain text, and puts it in the context of digital library applications. We describe three areas: hierarchical phrase browsing, including efficient methods for inferring a phrase hierarchy from a large corpus of text; text mining using adaptive compression techniques, giving a new approach to generic entity extraction, word segmentation, and acronym extraction; and keyphrase extraction.

year: 2002

title: Comparative boat electrofishing surveys of Lake Waahi in 2007 and 2011

authors: Tempero, Grant Wayne

abstract: We conducted boat electrofishing surveys of Lake Waahi, which is located to the west of Huntly and flows into the Waikato River. The purpose of this was to repeat surveys that took place on 7 March 2007 and 26 March 2011 concerning the density and distribution pattern fish species within the lake. Due to wind and possibly low water clarity, catch rates were lower in 2011 than those found in 2007 as we only caught 108 fish in 2011 compared to 493 in 2007. Species composition included three native species and five introduced species. Native species caught were common smelt, common bully and shortfin eel and introduced species were perch, rudd, goldfish, catfish and koi carp, gambusia were also sighted but not captured.

text: Comparative boat electrofishing surveys of Lake Waahi in 2007 and 2011 We conducted boat electrofishing surveys of Lake Waahi, which is located to the west of Huntly and flows into the Waikato River. The purpose of this was to repeat surveys that took place on 7 March 2007 and 26 March 2011 concerning the density and distribution pattern fish species within the lake. Due to wind and possibly low water clarity, catch rates were lower in 2011 than those found in 2007 as we only caught 108 fish in 2011 compared to 493 in 2007. Species composition included three native species and five introduced species. Native species caught were common smelt, common bully and shortfin eel and introduced species were perch, rudd, goldfish, catfish and koi carp, gambusia were also sighted but not captured.

year: 2011-05-05

title: Ko Waikato-Maniapoto te iwi

authors: Ngaia, Te Ingo Karangaroa Terehia

subjects: Waikato Maniapoto

abstract: Nō te ūnga mai o Tainui waka, i Whangaparāoa, ka tīmata i reira te tautapa haere a Tainui waka i tōna rohe, i tāna tere i Te Ika-ā-Māui. Nāwai rā ka tau ki tōna tumu i roto o Kāwhia Moana, Kāwhia Kai, Kāwhia Tāngata, i te taha hauāuru o Te Ika-ā-Māui. I roto i ngā rautau i muri mai i te ūnga o Tainui waka me ngā tūpuna i tere mai i te waka, ka tīmata ngā tūpuna te mātoro haere i te whenua hou me te whakanoho i ngō rātou whānau. Ka tupu i koneki ngā hapū me ngā iwi i heke mai i ngā waka. I roto i ngā tātai whakapapa o Tainu waka, e mārama mai ana ngā kāwai heke ki ngā iwi o Waikato me Maniapoto hoki. Ka whai mana ngā rangatira o ngā iwi nei i ngō rātou kāinga me ngā pānga whenua i noho ai rātou.
I hua tuatahi ai te iwi o Waikato-Maniapoto i roto i ngā pakanga me ngā whakaipoipotanga mo ngā kāinga me ngā pānga whenua, kai, moana hoki. Nā ngā pūkenga wānanga, pakanga hoki, i whakawehe, i kotahi ai rānei ngā iwi.
I te taenga mai o te Pākehā ki te pēhi i ngā tikanga a te Māori, ka huri te aro o te Pākehā ki te whakahau me te whakawai i ngā rātou tauira hou ki runga i ngā iwi.
Ka whakaturengia ngā ingoa o ngā tikanga hou, nā te Kāwanatanga Pākehā hou nei i whakamana, ā, i whakaū ngēnei tikanga hou kia pēhia ngā tikanga taketake ake a te Māori. Ka huri a Waikato-Maniapoto iwi ki te aru i ngā tauira hou ki te whakawhanake i ngā uri whakatupu i roto i te ao hou. Hoi, i mau tonu i a Waikato-Maniapoto te wairua me ngā tikanga i heke iho ki ngōna uri.
Ka whakaūngia te wairua me ngā tikanga o ngā mātua tūpuna ki roto i te tauira hou o te Kīngitanga. Ka mahi ngātahi te Kīngitanga me te iwi o Waikato-Maniapoto ki te whakatinana i tōna kaupapa, arā, hei pupuru i te toto; hei pupuru i te whenua; ā, hei pupuru i te mana Māori motuhake. I roto i te Kīngitanga nga 
hanganga iwi hou i puta hei kōkiri i ngā rautaki whakawhanake i te iwi whānui i roto i te ao hou nei.
Huhua noa atu ngā uri o Waikato-Maniapoto i whai wāhi i runga i ngā tūranga whakawhanake i te iwi whānui mā te whakaū i te mana Māori motuhake i roto i te reo me ngā tikanga o Waikato-Maniapoto iwi me ngōna kaupapa. Ko te whakahua i ngā hononga iwi kia whai whanaungatanga, kia whai tūrangawaewae te whakatinanatanga o te whakapono ā-wairua nei ki ngā taonga tuku iho o Waikato-Maniapoto. Ka whai mana, ka tūturu te kīanga a Waikato-Maniapoto i roto i te whakamana a ngā uri i ngā kōrero whakapapa o te iwi o Waikato-Maniapoto me te whakamana i te kīanga nei i ngā reanga whakapapa.

text: Ko Waikato-Maniapoto te iwi Nō te ūnga mai o Tainui waka, i Whangaparāoa, ka tīmata i reira te tautapa haere a Tainui waka i tōna rohe, i tāna tere i Te Ika-ā-Māui. Nāwai rā ka tau ki tōna tumu i roto o Kāwhia Moana, Kāwhia Kai, Kāwhia Tāngata, i te taha hauāuru o Te Ika-ā-Māui. I roto i ngā rautau i muri mai i te ūnga o Tainui waka me ngā tūpuna i tere mai i te waka, ka tīmata ngā tūpuna te mātoro haere i te whenua hou me te whakanoho i ngō rātou whānau. Ka tupu i koneki ngā hapū me ngā iwi i heke mai i ngā waka. I roto i ngā tātai whakapapa o Tainu waka, e mārama mai ana ngā kāwai heke ki ngā iwi o Waikato me Maniapoto hoki. Ka whai mana ngā rangatira o ngā iwi nei i ngō rātou kāinga me ngā pānga whenua i noho ai rātou.
I hua tuatahi ai te iwi o Waikato-Maniapoto i roto i ngā pakanga me ngā whakaipoipotanga mo ngā kāinga me ngā pānga whenua, kai, moana hoki. Nā ngā pūkenga wānanga, pakanga hoki, i whakawehe, i kotahi ai rānei ngā iwi.
I te taenga mai o te Pākehā ki te pēhi i ngā tikanga a te Māori, ka huri te aro o te Pākehā ki te whakahau me te whakawai i ngā rātou tauira hou ki runga i ngā iwi.
Ka whakaturengia ngā ingoa o ngā tikanga hou, nā te Kāwanatanga Pākehā hou nei i whakamana, ā, i whakaū ngēnei tikanga hou kia pēhia ngā tikanga taketake ake a te Māori. Ka huri a Waikato-Maniapoto iwi ki te aru i ngā tauira hou ki te whakawhanake i ngā uri whakatupu i roto i te ao hou. Hoi, i mau tonu i a Waikato-Maniapoto te wairua me ngā tikanga i heke iho ki ngōna uri.
Ka whakaūngia te wairua me ngā tikanga o ngā mātua tūpuna ki roto i te tauira hou o te Kīngitanga. Ka mahi ngātahi te Kīngitanga me te iwi o Waikato-Maniapoto ki te whakatinana i tōna kaupapa, arā, hei pupuru i te toto; hei pupuru i te whenua; ā, hei pupuru i te mana Māori motuhake. I roto i te Kīngitanga nga 
hanganga iwi hou i puta hei kōkiri i ngā rautaki whakawhanake i te iwi whānui i roto i te ao hou nei.
Huhua noa atu ngā uri o Waikato-Maniapoto i whai wāhi i runga i ngā tūranga whakawhanake i te iwi whānui mā te whakaū i te mana Māori motuhake i roto i te reo me ngā tikanga o Waikato-Maniapoto iwi me ngōna kaupapa. Ko te whakahua i ngā hononga iwi kia whai whanaungatanga, kia whai tūrangawaewae te whakatinanatanga o te whakapono ā-wairua nei ki ngā taonga tuku iho o Waikato-Maniapoto. Ka whai mana, ka tūturu te kīanga a Waikato-Maniapoto i roto i te whakamana a ngā uri i ngā kōrero whakapapa o te iwi o Waikato-Maniapoto me te whakamana i te kīanga nei i ngā reanga whakapapa.

year: 2010