title: Better text compression from fewer lexical n-grams

authors: Smith, Tony C.

subjects: computer science

abstract: Word-based context models for text compression have the capacity to outperform more simple character-based models, but are generally unattractive because of inherent problems with exponential model growth and corresponding data sparseness. These ill-effects can be mitigated in an adaptive lossless compression scheme by modelling syntactic and semantic lexical dependencies independently.

text: Better text compression from fewer lexical n-grams Word-based context models for text compression have the capacity to outperform more simple character-based models, but are generally unattractive because of inherent problems with exponential model growth and corresponding data sparseness. These ill-effects can be mitigated in an adaptive lossless compression scheme by modelling syntactic and semantic lexical dependencies independently.

year: 2001

title: Students’ experiences of learning in a virtual classroom

authors: Gedera, Dilani S.P.

subjects: E-learning

abstract: Online learning environments can offer learners opportunities for flexibility, interaction and collaboration distinctly different from face-to-face learning environments. However, the integration of educational technologies also presents challenges and concerns in relation to students’ learning. This article attempts to develop a better understanding of students’ experiences of learning with the specific online learning technology of Adobe Connect virtual classroom. The study was conducted in a university in New Zealand using a case study method. With Activity Theory as its research framework, the research methods of this study include individual interviews, online observation and analysis of other relevant documents. This article includes some of the findings of the research and a discussion on how the synchronous technology— Adobe Connect virtual classroom, used in an online learning environment affected students’ active participation in e-learning activities. The article also offers some suggestions that can be of use to instructors who teach online courses.

text: Students’ experiences of learning in a virtual classroom Online learning environments can offer learners opportunities for flexibility, interaction and collaboration distinctly different from face-to-face learning environments. However, the integration of educational technologies also presents challenges and concerns in relation to students’ learning. This article attempts to develop a better understanding of students’ experiences of learning with the specific online learning technology of Adobe Connect virtual classroom. The study was conducted in a university in New Zealand using a case study method. With Activity Theory as its research framework, the research methods of this study include individual interviews, online observation and analysis of other relevant documents. This article includes some of the findings of the research and a discussion on how the synchronous technology— Adobe Connect virtual classroom, used in an online learning environment affected students’ active participation in e-learning activities. The article also offers some suggestions that can be of use to instructors who teach online courses.

year: 2014

title: Mai i te kore, ki te pō, ki te ao mārama: He kohinga pūrākau hauora o ngā kaumātua Māori, Māori Elders health and wellbeing stories in life transitions

authors: Shelford, Pita

subjects: pūrākau

abstract: Introduction
New Zealand’s general population is ageing. Kaumātua (Māori elders) only make up approximately 3.1 percent of the total population and yet, they are disproportionately overrepresented in poor health, wellbeing and ageing statistics. However, this is a one-sided story and the focus of a deficit approach. There is a strong need for a strength-based approach where kaumātua voices of problem-solving and resilience related to ageing and the changes it presents, are heard. The purpose of this study is to identify and share those voices and to respond to the call from Māori academics to apply pūrākau as an alternative to Western narrative approaches. Through a pūrākau approach, this thesis sought to answer three key research questions: 

1)What are the cultural and communication features of the kaumātua teina narratives?
2) What are the cultural and communication characteristics of the kaumātua tuakana conversational styles? and 
3) What is the nature of the kaumātua journeys in how the stories unfold, and relationships develop? 

Methods
This study analyses pūrākau from the Kaumātua Mana Motuhake (KMM) collaboration project between the University of Waikato and the Rauawaawa Kaumātua Charitable Trust in Hamilton, Aotearoa New Zealand. The KMM project sought to enhance kaumātua wellbeing during life changes such as losses of licence, independence or spouse, health changes and retirement through a peer-support tuakana-teina programme. The KMM team implemented a tuakana-teina peer support programme where kaumātua (n= 121) engaged in up to three conversations as kaumātua tuakana-teina pairs. The conversations involved exploring the life changes the teina chose with the tuakana guiding the conversations and sharing potential services to help with the changes.
This thesis analysed 30 kaumātua conversations in 10 tuakana-teina pairs to tell a strengths-based story of health and wellbeing. Taking a Kaupapa Māori approach, the research prioritised, privileged and foregrounded Māori and Indigenous epistemology, ontology, and axiology. A pūrākau-grounded analysis approach was developed and applied to the conversations.

Findings
Related to the first research question, the analysis revealed kaumātua narratives that spoke to stories about adversity, turning points, independence and resilience. Regarding the second research question, the study identified key cultural and communicational characteristics kaumātua tuakana used, speaking with words of kinship and reciprocation, words of ignition and guidance, and words of empathy and affirmation. Pertaining to the third research question, the analysis illustrated conversational and relational journey types kaumātua pairs travelled, consisting of conversations that went direct to topics, detours that became defining moments, small tiki tours that came back to the topic, stories that were revisited, and hospitality becoming defining moments. 

Conclusions
The findings compiled weave a collective tapestry of kaumātua teina pūrākau, kaumātua tuakana communication styles, and kaumātua conversational and relational journeys. Kaumātua teina have voiced a pūrākau for us to understand inter-generational trauma and how cultural connection liberated their wellbeing. Kaumātua tuakana have composed a script of communication protocols emphasising connection and relationship development essential to upholding tikanga (practices, principles, communications). The paired kaumātua journeys have drawn a signposted road map that highlighted journey types, emphasising reciprocity in conversing, learning, guiding, connecting, developing, strengthening and enhancing communications, relationships, and wellbeing

Implications
Via kaumātua conversations, invaluable understandings into Māori and Indigenous wellbeing, ageing and development scholarship are offered, strengthening transformation, leadership and resilience theories. Pūrākau and whanaungatanga (relationships) methodologies are advocated for and culturally responsive research is promoted. Health, wellbeing and ageing programme development, policy and service delivery can be practically informed, accentuating mentorship, intergenerational initiatives, and culturally appropriate kaumātua support. Together, the findings can cultivate community wellbeing and nurture cultural continuity.

text: Mai i te kore, ki te pō, ki te ao mārama: He kohinga pūrākau hauora o ngā kaumātua Māori, Māori Elders health and wellbeing stories in life transitions Introduction
New Zealand’s general population is ageing. Kaumātua (Māori elders) only make up approximately 3.1 percent of the total population and yet, they are disproportionately overrepresented in poor health, wellbeing and ageing statistics. However, this is a one-sided story and the focus of a deficit approach. There is a strong need for a strength-based approach where kaumātua voices of problem-solving and resilience related to ageing and the changes it presents, are heard. The purpose of this study is to identify and share those voices and to respond to the call from Māori academics to apply pūrākau as an alternative to Western narrative approaches. Through a pūrākau approach, this thesis sought to answer three key research questions: 

1)What are the cultural and communication features of the kaumātua teina narratives?
2) What are the cultural and communication characteristics of the kaumātua tuakana conversational styles? and 
3) What is the nature of the kaumātua journeys in how the stories unfold, and relationships develop? 

Methods
This study analyses pūrākau from the Kaumātua Mana Motuhake (KMM) collaboration project between the University of Waikato and the Rauawaawa Kaumātua Charitable Trust in Hamilton, Aotearoa New Zealand. The KMM project sought to enhance kaumātua wellbeing during life changes such as losses of licence, independence or spouse, health changes and retirement through a peer-support tuakana-teina programme. The KMM team implemented a tuakana-teina peer support programme where kaumātua (n= 121) engaged in up to three conversations as kaumātua tuakana-teina pairs. The conversations involved exploring the life changes the teina chose with the tuakana guiding the conversations and sharing potential services to help with the changes.
This thesis analysed 30 kaumātua conversations in 10 tuakana-teina pairs to tell a strengths-based story of health and wellbeing. Taking a Kaupapa Māori approach, the research prioritised, privileged and foregrounded Māori and Indigenous epistemology, ontology, and axiology. A pūrākau-grounded analysis approach was developed and applied to the conversations.

Findings
Related to the first research question, the analysis revealed kaumātua narratives that spoke to stories about adversity, turning points, independence and resilience. Regarding the second research question, the study identified key cultural and communicational characteristics kaumātua tuakana used, speaking with words of kinship and reciprocation, words of ignition and guidance, and words of empathy and affirmation. Pertaining to the third research question, the analysis illustrated conversational and relational journey types kaumātua pairs travelled, consisting of conversations that went direct to topics, detours that became defining moments, small tiki tours that came back to the topic, stories that were revisited, and hospitality becoming defining moments. 

Conclusions
The findings compiled weave a collective tapestry of kaumātua teina pūrākau, kaumātua tuakana communication styles, and kaumātua conversational and relational journeys. Kaumātua teina have voiced a pūrākau for us to understand inter-generational trauma and how cultural connection liberated their wellbeing. Kaumātua tuakana have composed a script of communication protocols emphasising connection and relationship development essential to upholding tikanga (practices, principles, communications). The paired kaumātua journeys have drawn a signposted road map that highlighted journey types, emphasising reciprocity in conversing, learning, guiding, connecting, developing, strengthening and enhancing communications, relationships, and wellbeing

Implications
Via kaumātua conversations, invaluable understandings into Māori and Indigenous wellbeing, ageing and development scholarship are offered, strengthening transformation, leadership and resilience theories. Pūrākau and whanaungatanga (relationships) methodologies are advocated for and culturally responsive research is promoted. Health, wellbeing and ageing programme development, policy and service delivery can be practically informed, accentuating mentorship, intergenerational initiatives, and culturally appropriate kaumātua support. Together, the findings can cultivate community wellbeing and nurture cultural continuity.

year: 2025-11-04